ArtStudies/M2/Machine Learning/Projet/data/Loan_data.csv

1	ApplicationDate	Age	AnnualIncome	CreditScore	EmploymentStatus	EducationLevel	Experience	LoanAmount	LoanDuration	MaritalStatus	NumberOfDependents	HomeOwnershipStatus	MonthlyDebtPayments	CreditCardUtilizationRate	NumberOfOpenCreditLines	NumberOfCreditInquiries	DebtToIncomeRatio	BankruptcyHistory	LoanPurpose	PreviousLoanDefaults	PaymentHistory	LengthOfCreditHistory	SavingsAccountBalance	CheckingAccountBalance	TotalAssets	TotalLiabilities	MonthlyIncome	UtilityBillsPaymentHistory	JobTenure	NetWorth	BaseInterestRate	InterestRate	MonthlyLoanPayment	TotalDebtToIncomeRatio	LoanApproved	RiskScore
2	2018-01-01	45	39948	617	Employed	Master	22	13152	48	Married	2	Own	183	0.35441791880765877	1	2	0.35833559969819156	0	Home	0	29	9	7632	1202	146111	19183	3329.0	0.7249720460524032	11	126928	0.19965200000000002	0.22758963035547056	419.8059915607372	0.18107719782539416	0	49.0
3	2018-01-02	38	39709	628	Employed	Associate	15	26045	48	Single	1	Mortgage	496	0.08782696820034872	5	3	0.330273669928854	0	Debt Consolidation	0	21	9	4627	3460	53204	9595	3309.0833333333335	0.9351320992549323	3	43609	0.207045	0.2010771214969362	794.0542382198969	0.3898524480253535	0	52.0
4	2018-01-03	47	40724	570	Employed	Bachelor	26	17627	36	Married	2	Rent	902	0.13741410423759723	2	0	0.24472910913284945	0	Education	0	20	22	886	895	25176	128874	3393.6666666666665	0.8722406105782907	6	5205	0.21762700000000001	0.21254800984525773	666.4066876774697	0.4621569652325321	0	52.0
5	2018-01-04	58	69084	545	Employed	High School	34	37898	96	Single	1	Mortgage	755	0.2675871369453283	2	1	0.4362442650682687	0	Home	0	27	10	1675	1217	104822	5370	5757.0	0.8961547069636465	5	99452	0.300398	0.3009108491496013	1047.5069802292967	0.3130983116604649	0	54.0
6	2018-01-05	37	103264	594	Employed	Associate	17	9184	36	Married	1	Mortgage	274	0.3205353247385241	0	0	0.0788842122687955	0	Debt Consolidation	0	26	27	1555	4981	244305	17286	8605.333333333334	0.9413687393229143	5	227019	0.197184	0.17599017877532833	330.17914048482373	0.07020984743780877	1	36.0
7	2018-01-06	37	178310	626	Self-Employed	Master	16	15433	72	Married	0	Rent	732	0.10221133683825603	5	1	0.2593664008403899	0	Debt Consolidation	1	16	19	2118	1223	67914	40843	14859.166666666666	0.7560793594714331	5	27071	0.21743300000000002	0.21760115512283368	385.5770741531959	0.07521128870976587	1	44.0
8	2018-01-07	58	51250	564	Employed	High School	39	12741	48	Married	0	Rent	337	0.3673803425383352	6	1	0.1274727031804663	0	Other	0	21	18	5161	1735	65624	43894	4270.833333333333	0.8842751265040522	5	21730	0.225741	0.20527096780610313	391.30035166528967	0.1705288628289459	0	50.0
9	2018-01-08	49	97345	516	Employed	High School	23	19634	12	Divorced	5	Mortgage	288	0.20976758316772148	5	0	0.39556763512473153	0	Other	0	19	11	781	74	50177	11556	8112.083333333333	0.9334924144306609	5	38621	0.226634	0.20911294209821452	1827.3600549751066	0.2607665587313296	1	42.400000000000006
10	2018-01-09	34	116841	603	Employed	Bachelor	12	55353	60	Divorced	5	Own	638	0.1927011647841362	3	0	0.3132332595016429	1	Debt Consolidation	0	25	29	1157	708	29632	49940	9736.75	0.7283969266537559	3	7711	0.258853	0.291539424809367	1762.1990260211653	0.2465092588411087	0	61.0
11	2018-01-10	46	40615	612	Employed	Associate	19	25443	12	Married	4	Other	704	0.5124646439687668	3	2	0.5051480267602317	0	Other	0	23	10	1028	446	129664	12852	3384.5833333333335	0.6153232100036344	3	116812	0.184443	0.19727060238590077	2353.577423938191	0.9033837027516506	0	53.0
12	2018-01-11	34	73646	478	Employed	Associate	10	48716	84	Single	3	Own	267	0.21123598795768952	4	1	0.08144473013858178	0	Auto	0	25	7	9266	3875	148966	20315	6137.166666666667	0.6784469665655821	4	128651	0.334716	0.3335388817645363	1504.4524892505112	0.2886433733129584	0	47.0
13	2018-01-12	34	15000	591	Employed	Bachelor	11	30088	24	Married	2	Mortgage	295	0.3121837751773506	5	1	0.3466856611903402	0	Home	0	21	28	259	348	33062	3353	1250.0	0.8420154706035147	3	29709	0.209588	0.1824011978415739	1505.6095277284012	1.440487622182721	0	56.0
14	2018-01-13	42	74453	573	Employed	Bachelor	21	16154	60	Married	1	Rent	258	0.527488434435663	6	0	0.3710335920591852	0	Debt Consolidation	0	26	7	781	1633	16204	35493	6204.416666666667	0.7189488829956874	5	5231	0.23465400000000003	0.2556845305679195	479.5398903097801	0.11887336552882168	0	56.0
15	2018-01-14	18	100508	580	Employed	Associate	0	20439	60	Married	1	Rent	247	0.16862484631904753	5	2	0.5813609803865023	0	Other	1	20	3	2027	916	181813	99030	8375.666666666666	0.5437487788048109	6	82783	0.235439	0.24537427375417806	594.3815331706401	0.10045547019190196	0	63.0
16	2018-01-15	19	47624	597	Employed	Bachelor	0	27197	36	Married	1	Mortgage	196	0.11496656425227526	2	1	0.7515148192746655	0	Debt Consolidation	0	15	21	2971	576	45336	9418	3968.6666666666665	0.7199405535105939	3	35918	0.213697	0.20222892178091925	1013.8293748263418	0.30484529854518944	0	58.0
17	2018-01-16	33	56650	605	Employed	Doctorate	11	12652	36	Single	1	Mortgage	336	0.4234308630650563	4	0	0.044156804060227574	0	Auto	0	21	15	242	131	261435	11144	4720.833333333333	0.8372135908452825	2	250291	0.195152	0.21641275248041184	480.84082795372984	0.1730289485515403	1	33.6
18	2018-01-17	27	50042	582	Employed	Doctorate	7	19105	60	Single	1	Rent	680	0.10391913383966452	6	3	0.30886931431239806	0	Debt Consolidation	0	36	14	2214	1219	11162	89196	4170.166666666667	0.9208669734304105	5	7021	0.233105	0.18712938714021898	492.58144374273706	0.28118335248217186	0	53.0
19	2018-01-18	43	142326	644	Employed	Bachelor	24	13499	96	Widowed	2	Mortgage	772	0.22257923089268752	1	2	0.29546987577122	0	Other	0	18	2	13247	856	73836	4213	11860.5	0.9710625003288936	5	69623	0.226499	0.22379476530680692	303.1952309300833	0.09065344892121607	1	39.2
20	2018-01-19	29	16021	553	Employed	High School	8	14655	72	Single	0	Rent	286	0.5560300102027713	5	1	0.10456868988252654	0	Debt Consolidation	1	25	12	8651	1127	29278	25345	1335.0833333333333	0.9491878340554413	4	3933	0.253155	0.23476621286054383	381.1768758297885	0.49972676549263234	0	59.0
21	2018-01-20	23	34698	594	Employed	Associate	0	14314	60	Widowed	3	Mortgage	755	0.18720284040849783	5	0	0.10059796171633897	0	Debt Consolidation	0	27	29	3721	2098	128035	72605	2891.5	0.874070288426121	5	55430	0.222314	0.23147831381548117	404.73508890905856	0.40108424309495366	0	48.0
22	2018-01-21	57	106749	630	Employed	Master	30	15698	48	Single	0	Rent	1059	0.13254259847765193	0	1	0.14727968202244257	0	Auto	0	21	14	1686	4304	212568	8152	8895.75	0.8543548081496882	4	204416	0.195698	0.20441269189765232	481.39428855174276	0.17316069904749376	1	32.800000000000004
23	2018-01-22	37	59138	594	Employed	Associate	14	13205	72	Married	0	Own	564	0.3937721883778739	2	1	0.1116632265342507	0	Auto	0	18	9	1187	5192	24257	18681	4928.166666666667	0.8131010247954645	4	5576	0.231205	0.2114439606199491	325.1174211273312	0.1804154528987787	0	51.0
24	2018-01-23	40	114216	635	Employed	Doctorate	17	9809	60	Single	3	Rent	571	0.22418742080841883	3	1	0.6304483929012554	0	Home	0	26	2	720	2127	23984	27250	9518.0	0.8518390523096648	10	2482	0.197309	0.2011140337279482	260.48690525168723	0.08735941429414658	1	46.400000000000006
25	2018-01-24	22	63300	503	Employed	Associate	0	16476	24	Married	2	Rent	376	0.3896493754670718	3	1	0.2357985888572082	0	Home	0	29	7	2154	1735	14710	53225	5275.0	0.8707229525687034	5	6903	0.23997599999999997	0.23167028804200007	864.2694728341611	0.23512217494486468	0	53.0
26	2018-01-25	33	39676	555	Employed	Master	12	47795	60	Single	1	Other	199	0.3465198640320265	2	1	0.5733945375308696	0	Home	0	19	4	840	1085	157749	76577	3306.3333333333335	0.5835994945074672	4	81172	0.275295	0.2534741417542575	1412.5978905237318	0.48742753015134543	0	60.0
27	2018-01-26	41	59192	594	Unemployed	High School	16	45608	36	Divorced	4	Mortgage	222	0.4093363654675574	4	0	0.2301158454793847	0	Auto	0	18	1	21084	3449	67609	9196	4932.666666666667	0.8443952357304327	3	58413	0.233608	0.2006826444515419	1696.5434894688626	0.38894651090732446	0	58.0
28	2018-01-27	26	15059	462	Employed	Associate	0	20240	24	Single	3	Other	443	0.09882175956550668	2	0	0.06706633761406662	0	Home	0	16	25	713	7335	29861	13107	1254.9166666666667	0.5990271745774041	12	16754	0.26424000000000003	0.24602066510262535	1076.2027060960763	1.2106004696960564	0	51.0
29	2018-01-28	44	15305	608	Self-Employed	Bachelor	23	21452	48	Single	4	Mortgage	443	0.11131469191867942	1	1	0.06315379202648819	0	Home	0	21	29	9547	979	16936	7005	1275.4166666666667	0.9076742682849762	2	9931	0.212452	0.2253753021812303	682.1440641557417	0.8821776393249853	0	51.0
30	2018-01-29	32	35498	622	Employed	Master	10	11136	36	Married	0	Own	698	0.3907447101416139	2	0	0.17644435214873244	0	Home	0	18	17	1346	205	34189	31484	2958.1666666666665	0.703667984211605	3	2705	0.18513600000000002	0.16484597125860287	394.1781845250898	0.36920779239115104	0	48.0
31	2018-01-30	36	60227	576	Employed	Bachelor	14	25264	84	Divorced	3	Own	458	0.2782753429555818	3	1	0.14411268247253778	0	Home	0	27	28	5391	1993	141168	35773	5018.916666666667	0.8143479855465142	5	105395	0.26226400000000005	0.23912897098167804	622.0190932780162	0.21518968434981306	1	36.800000000000004
32	2018-01-31	32	23861	592	Self-Employed	High School	10	19570	36	Married	0	Other	521	0.2327773061723514	2	3	0.22371122452230632	0	Auto	0	29	27	3348	1072	85166	8627	1988.4166666666667	0.773488801049033	8	76539	0.20857	0.19703489214572906	724.3380618289065	0.6262963304952381	0	55.0
33	2018-02-01	62	73843	667	Unemployed	Master	37	44668	60	Single	1	Other	388	0.29595832023470897	7	2	0.15691370136970237	1	Home	0	16	3	17023	3352	56887	90622	6153.583333333333	0.9446486535560503	5	3068	0.21616799999999997	0.2346033277950418	1271.0537546851097	0.26960774963397094	0	62.0
34	2018-02-02	39	61099	559	Employed	Bachelor	19	10094	84	Married	0	Mortgage	380	0.1283514136335209	1	0	0.26521956624427306	0	Auto	0	21	19	2987	1795	69823	23540	5091.583333333333	0.8802478786881707	4	46283	0.255594	0.2610500458274805	262.6701511744103	0.1262220627848725	0	51.0
35	2018-02-03	27	15000	535	Employed	High School	4	11318	120	Single	2	Mortgage	721	0.5827549421963798	2	3	0.44838481873090436	0	Home	0	15	18	4172	3835	303949	13680	1250.0	0.8655246599640286	1	290269	0.29881800000000003	0.3435940105064144	335.3986467038278	0.8451189173630622	0	53.0
36	2018-02-04	49	34738	520	Employed	Associate	25	10166	72	Single	2	Mortgage	388	0.5663402048797452	3	3	0.3145138105264432	0	Home	0	27	4	1767	2757	249298	10972	2894.8333333333335	0.8798337627925418	2	238326	0.265166	0.2739332434358121	288.9598327490928	0.2338510562781137	0	55.0
37	2018-02-05	25	85889	571	Employed	Bachelor	3	24186	72	Married	2	Rent	870	0.33165676523242926	4	0	0.050538643663354726	0	Education	0	31	10	14921	1110	18899	5554	7157.416666666667	0.9056850659655092	4	13345	0.253686	0.27961774816718443	696.1364545483091	0.21881308962241625	0	49.0
38	2018-02-06	42	78701	552	Employed	Associate	18	18326	60	Married	1	Rent	482	0.1880053011286133	6	1	0.07130197812289638	0	Home	0	25	19	463	1585	170720	30154	6558.416666666667	0.706246374378828	7	140566	0.247326	0.21891235092158512	505.01155031559216	0.1504954016313275	1	36.0
39	2018-02-07	18	24914	604	Employed	Master	0	8015	36	Married	4	Mortgage	327	0.3761587952008543	1	4	0.6442658599722689	0	Auto	0	17	28	2612	199	49999	8146	2076.1666666666665	0.9260164572637286	7	41853	0.191015	0.152812	278.94758109438794	0.29185883331189916	1	45.6
40	2018-02-08	24	57231	508	Unemployed	Associate	0	35876	48	Married	4	Rent	370	0.572203517627025	3	0	0.13474061339581525	0	Auto	0	20	21	7737	242	214229	73682	4769.25	0.5089668709503604	8	140547	0.276876	0.23046819821647452	1150.799076487652	0.3188759399250725	0	50.0
41	2018-02-09	42	163303	655	Self-Employed	Bachelor	23	12850	72	Single	2	Other	337	0.35796931264785453	3	0	0.07295910559875105	0	Debt Consolidation	0	19	1	3012	309	115322	17900	13608.583333333334	0.9150967945185952	8	97422	0.20035	0.18953129408825548	300.04616134031113	0.04681208511836116	1	37.6
42	2018-02-10	48	38453	595	Unemployed	High School	26	30517	48	Divorced	0	Own	560	0.3824377045646856	0	0	0.103003264767073	0	Home	0	22	20	5165	1539	46352	3481	3204.4166666666665	0.793542960098904	6	42871	0.228017	0.22623053291270148	971.8230602281166	0.47803491854308894	0	54.0
43	2018-02-11	42	99920	582	Self-Employed	Bachelor	20	23363	12	Single	3	Other	298	0.615080763381052	3	2	0.20583095954826422	0	Debt Consolidation	0	20	11	991	288	27778	23569	8326.666666666666	0.7297761837911412	10	4209	0.197363	0.1754356855019271	2136.847992796173	0.2924156916888919	1	44.800000000000004
44	2018-02-12	38	57860	591	Employed	High School	20	25576	96	Married	4	Rent	159	0.14407032069270403	3	0	0.07438703231994981	0	Auto	0	27	1	2059	427	463089	25653	4821.666666666667	0.841298379347302	8	437436	0.26507600000000003	0.28765495773856664	683.4043512189653	0.17471227470839237	0	47.0
45	2018-02-13	36	30890	590	Employed	High School	16	10176	24	Divorced	2	Own	289	0.2138637490821043	3	1	0.12473021715377881	0	Education	0	23	6	11162	249	43010	28334	2574.1666666666665	0.808568548732828	7	14676	0.19017599999999998	0.1765266450530429	506.3215206405897	0.3089627143958264	0	53.0
46	2018-02-14	22	15561	500	Employed	High School	1	20169	36	Single	2	Rent	346	0.10422377070581565	6	0	0.3745583771833413	0	Debt Consolidation	0	25	13	1929	1463	16965	5913	1296.75	0.5982463066451033	4	11052	0.255169	0.24239029981600255	793.8209078280751	0.8789827706405052	0	55.0
47	2018-02-15	31	105957	530	Employed	High School	7	53987	72	Single	0	Other	399	0.046450445546544816	0	0	0.6210591922536411	0	Auto	0	31	16	4218	208	165299	69541	8829.75	0.5251864971506883	3	95758	0.303987	0.32675098777775874	1718.3773131502862	0.2398003695631571	0	54.0
48	2018-02-16	34	82887	545	Employed	High School	13	20996	84	Divorced	2	Other	471	0.37401704300314026	2	0	0.15159594786479194	0	Other	0	19	8	16502	1246	17748	117394	6907.25	0.9049310272334222	2	4958	0.273496	0.27958320840515605	571.7878722615751	0.15097004918912377	0	50.0
49	2018-02-17	52	53555	631	Employed	Associate	31	29418	60	Divorced	1	Own	221	0.2577000441958514	0	1	0.14790913774219322	0	Education	0	28	20	9902	1607	12300	27582	4462.916666666667	0.8002982768774678	4	2753	0.218918	0.21766387983059335	808.5905593660116	0.23069903300144035	0	47.0
50	2018-02-18	44	105639	627	Employed	High School	20	20409	108	Widowed	0	Rent	387	0.28217446641347055	1	4	0.32707839663462435	0	Home	0	22	21	3379	5476	165235	22300	8803.25	0.6232275668280846	5	142935	0.25190900000000005	0.2637402272037486	495.9515749423792	0.10029836423393397	0	46.0
51	2018-02-19	18	58342	519	Employed	High School	0	10077	24	Single	3	Mortgage	592	0.1592144927585534	3	0	0.19286915587164033	0	Debt Consolidation	0	20	7	5076	230	25120	15562	4861.833333333333	0.9495358925293532	8	9558	0.225577	0.26069905016349804	543.2493604262762	0.23350231951450615	0	50.0
52	2018-02-20	43	121939	653	Employed	Doctorate	25	41215	48	Divorced	0	Mortgage	220	0.5329414041983653	2	1	0.2444251231872098	0	Other	0	30	12	1365	4000	188167	2457	10161.583333333334	0.8446177031890929	8	185710	0.209715	0.1846492795717869	1220.7265633854008	0.14178170036349985	1	32.800000000000004
53	2018-02-21	35	16054	526	Employed	Associate	13	20612	36	Married	1	Own	465	0.14436223676692442	1	2	0.20653304418291896	0	Education	0	25	21	4127	665	51140	11870	1337.8333333333333	0.6159170722807443	6	39270	0.242612	0.23166382802826557	799.6733391447596	0.9453145676926072	0	53.0
54	2018-02-22	31	36057	592	Employed	Associate	11	29501	36	Married	3	Other	384	0.231684159042131	4	0	0.18742865909286105	0	Home	0	18	12	2220	438	19637	56982	3004.75	0.7319871064477125	4	1500	0.218501	0.21428528117704998	1117.9536116840152	0.4998597592758183	0	51.0
55	2018-02-23	47	124086	631	Employed	High School	27	36798	24	Widowed	3	Mortgage	713	0.22448228863107283	6	1	0.33971447485553063	0	Auto	0	27	24	3281	1704	32072	21593	10340.5	0.7159631549303098	6	10479	0.196298	0.16765179918792492	1815.227227787432	0.24449758017382445	1	39.2
56	2018-02-24	52	272693	586	Employed	Bachelor	28	19717	84	Married	0	Rent	278	0.3724747249366798	2	2	0.27015750243266257	0	Auto	0	19	13	801	1835	94338	5443	22724.416666666668	0.7444943912584154	8	88895	0.251717	0.2181145262191699	459.5963314611698	0.03245831751285892	1	38.400000000000006
57	2018-02-25	51	48757	615	Employed	Bachelor	27	16173	84	Divorced	3	Mortgage	817	0.21071397128816952	1	0	0.3053767173882865	0	Debt Consolidation	0	28	19	21739	266	39354	97462	4063.0833333333335	0.4913421694393113	2	3120	0.233673	0.22132280452355302	380.1899401553989	0.2946505995419076	0	52.0
58	2018-02-26	29	31683	498	Employed	Associate	5	10566	24	Married	2	Other	183	0.44355410578573	4	2	0.09037061874131583	0	Debt Consolidation	0	22	12	30896	2581	278821	123883	2640.25	0.829092654201392	5	154938	0.23656599999999997	0.2094714381765813	542.6665153221236	0.2748476528064098	0	48.0
59	2018-02-27	36	69003	499	Self-Employed	Associate	11	5376	96	Single	4	Mortgage	458	0.3676627894804439	6	2	0.1743798193059494	0	Auto	0	28	11	983	1153	37496	23994	5750.25	0.7790233571979756	3	13502	0.29087599999999997	0.24841496840600466	129.3875730579447	0.10214991923098034	1	42.400000000000006
60	2018-02-28	43	72408	616	Employed	Bachelor	18	23181	48	Married	0	Rent	803	0.23465444149795076	1	2	0.36543881655551613	1	Debt Consolidation	0	22	29	3815	305	22524	33442	6034.0	0.820967193532392	4	5786	0.21018100000000003	0.25221720000000003	771.4847975541575	0.2609354984345637	0	63.0
61	2018-03-01	51	105087	653	Employed	Master	33	48331	108	Single	1	Mortgage	772	0.11699956228627778	5	1	0.1805575456028504	0	Auto	1	22	24	21204	2121	201313	59261	8757.25	0.5741986017645414	4	142052	0.26683100000000004	0.27371249889953586	1208.1533253808643	0.22611588402533492	0	44.0
62	2018-03-02	34	15000	607	Employed	Master	11	26412	96	Married	1	Own	468	0.03126660746702376	1	2	0.35011239231227936	0	Home	0	18	22	2232	2085	234374	11163	1250.0	0.8258669004979884	6	223211	0.257912	0.27645051699694695	685.4486806693817	0.9227589445355053	0	48.0
63	2018-03-03	37	38513	600	Self-Employed	High School	16	21225	48	Divorced	2	Rent	373	0.5186353659043479	2	0	0.16843582884036049	0	Education	0	22	29	1458	340	44836	28653	3209.4166666666665	0.8752034217599216	4	16183	0.216225	0.2311041625309269	681.5771431207845	0.3285884173512688	0	52.0
64	2018-03-04	26	77555	527	Employed	Bachelor	5	22854	36	Married	0	Rent	499	0.0954795705875424	6	1	0.1882781482364729	0	Education	0	19	22	8710	691	39027	9580	6462.916666666667	0.8824741117777509	5	29447	0.244354	0.1999300668014297	849.2551010144613	0.2086140314895691	1	39.2
65	2018-03-05	25	15000	576	Employed	High School	1	18177	48	Single	0	Mortgage	528	0.2733122633825723	6	1	0.23608322620160532	0	Home	0	25	3	5689	1111	99036	274582	1250.0	0.8687197721258745	3	1077	0.22517700000000002	0.21985490534928614	572.5428040888214	0.8804342432710571	0	57.0
66	2018-03-06	49	24973	611	Employed	Bachelor	30	17466	48	Married	3	Own	336	0.2800815869769942	1	0	0.4149944474463848	0	Auto	0	23	12	3167	1547	44944	30121	2081.0833333333335	0.8723462860748266	9	14823	0.206966	0.22144309759493855	551.6544409318947	0.42653478921966664	0	55.0
67	2018-03-07	56	18248	574	Employed	Associate	37	16443	24	Divorced	0	Own	733	0.2834741820252165	2	1	0.0636283363199063	0	Home	0	23	20	2682	548	204131	11483	1520.6666666666667	0.9338919368558886	2	192648	0.204443	0.1736984562994106	815.9042462329553	1.018569210587213	0	48.0
68	2018-03-08	39	67367	615	Self-Employed	Associate	15	26889	48	Married	1	Mortgage	317	0.00796591839339116	4	0	0.46591212032376483	0	Debt Consolidation	0	29	24	8241	5430	115099	16012	5613.916666666667	0.5254568787953385	4	99087	0.214389	0.1715112	777.9871224967229	0.19504869550314952	1	42.400000000000006
69	2018-03-09	52	32418	647	Employed	Bachelor	29	32208	12	Married	2	Rent	447	0.4134019823146939	1	0	0.31875976708275455	0	Auto	0	26	3	2926	533	326015	12696	2701.5	0.7782867665556822	3	313319	0.17370800000000003	0.15070939987953627	2908.117979703395	1.241946318602034	0	50.0
70	2018-03-10	44	26879	649	Employed	Bachelor	21	20313	60	Married	1	Rent	562	0.4332425002437474	3	2	0.2196495791430893	0	Home	0	22	29	4029	3740	94575	23485	2239.9166666666665	0.7542214073775044	5	71090	0.20081300000000002	0.19896395136076134	536.999939490595	0.4906432260830812	0	50.0
71	2018-03-11	32	54128	620	Employed	Bachelor	11	20676	36	Single	0	Mortgage	322	0.2634989466223707	2	1	0.1001359210966172	0	Home	0	32	7	4943	388	92000	4196	4510.666666666667	0.7899474592022075	1	87804	0.19567600000000002	0.1777530372100154	745.1584241528697	0.23658552116897788	1	36.800000000000004
72	2018-03-12	44	19924	535	Employed	High School	20	21767	48	Married	0	Mortgage	495	0.24532601402296278	3	0	0.3843523709782191	0	Education	0	32	19	21032	1679	22711	8051	1660.3333333333333	0.8144556737015609	8	14660	0.24926700000000002	0.2991204	782.6292869929284	0.7695016785743396	0	56.0
73	2018-03-13	58	90788	672	Employed	Bachelor	34	18243	36	Married	2	Mortgage	153	0.2979257232305213	3	0	0.14663346458661336	0	Debt Consolidation	0	20	21	1980	1139	13542	32218	7565.666666666667	0.7530314751383508	6	5911	0.167243	0.14042856942387733	623.8822990927248	0.102685240220213	1	34.4
74	2018-03-14	39	190445	619	Employed	Master	16	28894	36	Single	3	Mortgage	304	0.2636491392588649	4	1	0.012833162219771568	0	Other	0	24	8	2857	956	154003	38230	15870.416666666666	0.9612516119421664	6	115773	0.20439400000000002	0.21412530585962042	1094.712989199109	0.08813335015563185	1	33.6
75	2018-03-15	58	35372	612	Employed	High School	38	25313	24	Married	1	Mortgage	424	0.291020375896654	3	0	0.4043888356972662	0	Education	0	20	26	2811	3235	123931	4752	2947.6666666666665	0.8572348846551523	3	119179	0.19431299999999999	0.19699965783119566	1284.6183062822233	0.5796511273150141	0	50.0
76	2018-03-16	18	15000	570	Employed	Associate	0	50226	48	Married	1	Mortgage	537	0.20811553094882018	10	0	0.22673528343453475	0	Debt Consolidation	1	16	26	3575	3286	153676	71478	1250.0	0.7835636283739139	3	82198	0.260226	0.22838000594627508	1605.3625699782506	1.7138900559826005	0	58.0
77	2018-03-17	49	40829	617	Employed	Bachelor	25	25478	36	Married	1	Mortgage	785	0.07322055819124036	3	0	0.2537459242072161	0	Auto	0	11	14	2267	1111	42122	7348	3402.4166666666665	0.9519486310258534	0	34774	0.20197800000000002	0.17931209922314958	920.2117648607897	0.5011766435212588	0	49.0
78	2018-03-18	41	58655	523	Employed	Associate	16	26493	96	Single	4	Mortgage	206	0.4153044222038413	4	0	0.1751875631410331	0	Other	0	24	13	2003	1731	64414	41991	4887.916666666667	0.8527137197285295	1	22423	0.299993	0.3344401374117971	795.1657822698164	0.20482464218289653	0	51.0
79	2018-03-19	36	68801	531	Employed	Bachelor	14	18652	36	Single	0	Rent	1044	0.16551571349038388	1	2	0.3352329239387456	0	Auto	1	30	16	1810	630	446359	16938	5733.416666666667	0.554409422563644	2	429421	0.238152	0.2857824	777.3521551115733	0.31767308413160966	0	53.0
80	2018-03-20	41	92731	619	Employed	Bachelor	19	31116	48	Single	1	Rent	396	0.12305185150925042	4	1	0.2211172138523826	0	Home	0	20	3	3025	1004	11209	14838	7727.583333333333	0.5537108281243177	3	7629	0.21661600000000003	0.2154245032726364	972.6302005988942	0.17710973037265565	0	50.0
81	2018-03-21	18	40050	545	Self-Employed	Doctorate	0	112253	48	Married	1	Rent	406	0.3061276212624648	4	1	0.184527533056013	0	Home	1	33	2	1506	726	18390	29714	3337.5	0.9370302423573678	4	7672	0.33475299999999997	0.35848569614889864	4432.3827841614875	1.4497027068648651	0	64.0
82	2018-03-22	37	40784	618	Employed	Master	14	41465	72	Married	0	Own	370	0.17432624468614535	3	0	0.20376095692358256	0	Home	0	26	27	21978	1394	197632	25549	3398.6666666666665	0.8315009890937338	4	172083	0.24746500000000002	0.29276347309468026	1228.1601646621898	0.4702315117680041	0	45.0
83	2018-03-23	44	15000	588	Employed	High School	23	26563	48	Married	0	Mortgage	378	0.30892764254046295	3	3	0.29810840804521266	0	Home	0	24	21	1357	2246	496594	22556	1250.0	0.8808597634247228	6	474038	0.22756300000000002	0.2098160677696806	822.2789887950337	0.9602231910360269	0	48.0
84	2018-03-24	57	86699	615	Employed	Associate	39	7469	60	Single	0	Rent	413	0.11376186780752463	6	2	0.17913554613205007	0	Home	0	18	24	1872	8480	36531	70691	7224.916666666667	0.9194949321063197	6	8130	0.204969	0.19884973652677415	197.40508700773685	0.08448610761476881	1	36.0
85	2018-03-25	33	17676	540	Employed	Associate	8	17801	48	Married	4	Own	226	0.15309456858004694	4	1	0.35564279085013073	0	Debt Consolidation	0	38	21	8380	1994	70945	22271	1473.0	0.8784232811240572	5	48674	0.24280100000000002	0.24388079254078746	584.170970661055	0.5500142367013272	0	55.0
86	2018-03-26	30	42752	517	Employed	High School	4	14379	36	Married	2	Rent	363	0.3577786360795207	3	0	0.2975879340693383	0	Auto	0	18	2	6094	1404	172820	26438	3562.6666666666665	0.816055799105247	4	146382	0.240879	0.239661811526782	563.8738944216548	0.2601629568923058	0	53.0
87	2018-03-27	33	29096	570	Employed	Associate	12	40138	24	Married	3	Other	685	0.14129707845654874	2	1	0.23944693950659474	0	Debt Consolidation	0	28	19	1461	1471	86250	50013	2424.6666666666665	0.7607583903351405	4	36237	0.230138	0.2486006220333732	2139.408949094737	1.164864840154552	0	53.0
88	2018-03-28	50	60992	663	Employed	Bachelor	30	24642	48	Single	0	Rent	664	0.25263768387310837	0	0	0.0555881712831942	0	Home	0	28	17	4726	1723	52202	13350	5082.666666666667	0.9171479632528537	4	38852	0.188142	0.21644928802917596	771.6304125662359	0.2824561409823392	0	44.0
89	2018-03-29	43	100032	524	Employed	Master	21	19105	60	Married	0	Mortgage	824	0.10672864410312803	5	0	0.22664986790753053	1	Education	0	24	29	9197	302	49889	4301	8336.0	0.8314939467511734	6	45588	0.26210500000000003	0.20968400000000004	516.5148902524263	0.160810327525483	1	49.6
90	2018-03-30	33	35882	620	Employed	Master	11	9259	48	Single	0	Own	257	0.17024583633410312	3	0	0.14759300470739195	0	Home	0	23	11	3552	1162	61154	91262	2990.1666666666665	0.8833715788381252	3	8266	0.19425900000000001	0.20001147792495064	281.76038720038355	0.18017737713629683	0	47.0
91	2018-03-31	46	32781	623	Employed	High School	22	17468	60	Married	1	Other	1180	0.08748238371888592	4	0	0.0937773219549579	0	Debt Consolidation	0	23	19	7428	2122	299192	4938	2731.75	0.6609536549602993	2	294254	0.21096800000000004	0.23206532325492982	494.5061263795844	0.6129792720342581	0	41.0
92	2018-04-01	41	51707	585	Employed	Bachelor	18	20069	72	Married	3	Rent	407	0.0059223893278881065	5	0	0.21738837865901517	0	Home	0	25	7	3815	1252	24114	24580	4308.916666666667	0.8373237138844005	4	2253	0.242569	0.26822332908906105	563.2583042698386	0.22517453441967358	0	52.0
93	2018-04-02	51	31251	596	Unemployed	Bachelor	30	66582	24	Single	0	Rent	357	0.5664480969779048	2	2	0.16016955388528084	0	Home	1	21	25	2313	945	30153	37940	2604.25	0.7840615661655488	5	3276	0.243582	0.2474564400627162	3545.0910472292812	1.498355014775571	0	61.0
94	2018-04-03	31	22359	524	Employed	High School	11	26889	48	Married	2	Mortgage	216	0.22113169581944125	5	1	0.45525993113225954	0	Auto	0	14	8	24764	3578	131521	46881	1863.25	0.8538791924339512	4	84640	0.259889	0.24071353504022627	877.6917767367678	0.586980693270773	0	57.0
95	2018-04-04	36	152650	610	Employed	Associate	12	24815	48	Married	3	Other	148	0.10305687095577803	3	1	0.3843075055403481	0	Home	0	21	25	4346	587	127009	89100	12720.833333333334	0.7725809772296938	6	37909	0.214815	0.2135114898398752	773.1082609982855	0.07240942765790649	1	38.400000000000006
96	2018-04-05	35	15120	562	Self-Employed	Master	11	21849	84	Married	0	Rent	423	0.5157266656021708	5	1	0.23864452103342512	0	Debt Consolidation	0	24	26	1874	1245	18522	14697	1260.0	0.9511495249501679	5	3825	0.265849	0.2441707013922021	544.9168704597823	0.7681879924283986	0	58.0
97	2018-04-06	22	59830	570	Self-Employed	Associate	0	22734	24	Single	2	Rent	246	0.432399872563476	3	2	0.5723276818607661	0	Debt Consolidation	0	29	9	2511	329	449345	13537	4985.833333333333	0.7485047297788853	7	435808	0.212734	0.1746266391648873	1129.0809235415209	0.2757976112735793	1	45.6
98	2018-04-07	43	55308	645	Employed	Doctorate	22	19539	72	Single	0	Other	362	0.07155819051102232	3	0	0.2662099288951911	0	Debt Consolidation	0	29	24	5995	932	101618	7871	4609.0	0.9664762707448831	4	93747	0.212039	0.1696312	434.265166928783	0.17276310846795032	1	36.800000000000004
99	2018-04-08	43	30948	601	Employed	Bachelor	17	25291	36	Married	0	Mortgage	286	0.05095134196967873	1	0	0.3603486893761465	0	Auto	0	19	25	7167	291	99978	21318	2579.0	0.7435777656921195	9	78660	0.209791	0.2233077175954149	970.2078724473373	0.4870910711311893	0	49.0
100	2018-04-09	40	56940	592	Employed	Associate	21	15752	96	Married	0	Mortgage	213	0.4250499826740336	3	0	0.11723758470437622	0	Debt Consolidation	0	20	7	1349	634	97769	33321	4745.0	0.7907911613907693	5	64448	0.254752	0.2616014984888397	392.96612113300625	0.12770624259915833	0	50.0
101	2018-04-10	37	44000	539	Employed	High School	13	28714	60	Married	3	Rent	457	0.41418243748414346	3	1	0.19999409266924945	0	Home	0	10	29	5872	2939	331208	29418	3666.6666666666665	0.946449956266186	8	301790	0.264214	0.24417374839480413	833.0142733198009	0.3518220745417639	0	46.0
102	2018-04-11	23	81554	509	Employed	High School	4	35101	72	Married	1	Rent	519	0.3579209013937276	5	0	0.2943235497801772	0	Home	0	23	24	3233	1955	84421	14641	6796.166666666667	0.8231243849036931	5	69780	0.295601	0.31651227536042065	1093.6286753364259	0.23728503940992607	0	49.0
103	2018-04-12	34	26567	612	Employed	Bachelor	13	17339	60	Single	1	Mortgage	194	0.08738609313014123	1	1	0.0653370744758526	0	Education	0	17	14	2738	512	55729	81589	2213.9166666666665	0.6828916312462736	4	9625	0.216339	0.23219132457055175	490.98002931805775	0.30939738592301325	0	48.0
104	2018-04-13	35	33569	596	Employed	Bachelor	9	37172	48	Divorced	0	Mortgage	212	0.2629147472900452	3	0	0.03258829942847991	0	Home	0	20	8	2103	12534	56452	23346	2797.4166666666665	0.7067858949522561	6	33106	0.23417200000000002	0.22456956941082834	1180.3849642470652	0.49773956838049344	0	52.0
105	2018-04-14	30	94238	608	Employed	Bachelor	6	15917	36	Married	3	Own	203	0.16437752716406692	3	2	0.45892808173172694	0	Home	0	23	2	3382	7940	54668	13137	7853.166666666667	0.6076754325693814	3	41531	0.19691699999999998	0.18763253324930673	581.5503891626953	0.09990242439305103	1	44.0
106	2018-04-15	38	45145	587	Employed	Bachelor	17	11431	48	Divorced	1	Mortgage	879	0.1261249456996093	5	0	0.2974102492388263	0	Education	0	27	24	7060	2678	119670	26515	3762.0833333333335	0.9581471730380613	9	93155	0.212931	0.19613163201891204	345.4978468657514	0.3254839774590545	1	40.0
107	2018-04-16	44	70881	597	Employed	Master	23	34590	48	Divorced	0	Rent	324	0.30403187309642	1	1	0.11707715934047101	0	Home	0	22	19	2050	1136	3628	21804	5906.75	0.7870640617697736	8	1188	0.23109000000000002	0.21416649780945154	1078.8701894649091	0.23750288897700242	0	50.0
108	2018-04-17	62	105240	656	Employed	Associate	39	13937	108	Widowed	3	Mortgage	391	0.24897456514378963	6	2	0.1983002305886784	1	Home	0	32	26	1960	2516	62442	28628	8770.0	0.96470514370327	4	33814	0.230937	0.2297078574766258	306.3041270938386	0.07951016272449699	0	55.0
109	2018-04-18	42	63709	517	Unemployed	Bachelor	18	22221	48	Single	0	Mortgage	623	0.2838588898758306	2	3	0.4732130443935223	0	Auto	0	41	18	3930	136	80888	12851	5309.083333333333	0.6208073821759903	3	68037	0.258721	0.26542364064417234	756.0285458271679	0.2597488981137047	0	57.0
110	2018-04-19	43	31713	487	Self-Employed	Bachelor	18	38865	48	Married	1	Rent	314	0.24995568341755386	2	3	0.6010572141517163	0	Auto	0	20	6	395	231	49718	43113	2642.75	0.9786517361897752	3	6605	0.290365	0.28643046108510833	1368.8672558289884	0.6367863989514666	0	64.0
111	2018-04-20	39	29900	536	Employed	High School	17	23396	72	Single	3	Mortgage	589	0.10382067126516845	3	0	0.18581545914114375	0	Debt Consolidation	0	28	4	470	2353	23801	36682	2491.6666666666665	0.9365135983784778	6	2585	0.27039599999999997	0.2994520375102945	703.022859665007	0.51853760254114	0	54.0
112	2018-04-21	18	87673	608	Employed	Master	0	10667	72	Single	3	Mortgage	725	0.2219630213117185	4	0	0.38568314707708673	0	Auto	1	23	19	1134	551	71561	5492	7306.083333333333	0.7363489048266613	5	66069	0.221667	0.24002039091936128	280.84150732555884	0.13767178136834266	1	43.2
113	2018-04-22	39	55454	565	Self-Employed	Bachelor	16	35551	36	Married	3	Mortgage	1206	0.2406738956667675	5	0	0.5263880901334251	0	Auto	0	22	13	4159	1098	33268	27329	4621.166666666667	0.9733609129905876	4	5939	0.23805099999999998	0.2541482188827534	1421.3129304334127	0.5685388820500045	0	61.0
114	2018-04-23	40	40722	558	Employed	High School	18	31637	120	Married	2	Own	269	0.17271139254224374	5	2	0.14388677845781084	0	Auto	0	22	9	9140	398	141270	20184	3393.5	0.8019917617833859	4	121086	0.307637	0.3027985474321377	840.5550282755453	0.326964793951833	0	47.0
115	2018-04-24	69	76571	680	Employed	Master	49	34173	48	Married	1	Rent	407	0.15867683730244633	7	2	0.21661889953291302	0	Home	0	20	3	2220	3117	78008	5915	6380.916666666667	0.959075228326481	7	72093	0.189173	0.19112759584805525	1023.8112085485172	0.22423286234451956	0	46.0
116	2018-04-25	37	22901	525	Employed	Master	14	18493	48	Married	2	Rent	288	0.08592223277967313	1	1	0.26411195597084863	0	Auto	0	25	6	3120	3491	99630	10098	1908.4166666666667	0.9247388971617914	3	89532	0.250993	0.25340330938993616	616.690288339272	0.4740528125440489	0	53.0
117	2018-04-26	43	49421	609	Employed	Bachelor	21	17161	72	Married	3	Other	438	0.36211560533622383	3	4	0.2587870541153639	0	Debt Consolidation	0	21	8	10050	1546	17627	40586	4118.416666666667	0.8538435594219569	8	9540	0.227661	0.25806807595491893	470.8010353828341	0.22066757905736442	0	51.0
118	2018-04-27	39	43507	611	Employed	Associate	16	31845	48	Divorced	3	Rent	544	0.3749899526791381	4	2	0.0847899222421028	1	Home	0	32	15	1192	5407	30751	34764	3625.5833333333335	0.7286152906659061	7	6480	0.221345	0.26561399999999996	1083.810065641057	0.44897880312806404	0	60.0
119	2018-04-28	25	41402	572	Employed	Doctorate	4	25900	36	Married	4	Mortgage	419	0.11131355657268942	2	2	0.09233472353504031	0	Home	0	29	21	9920	6772	36312	37402	3450.1666666666665	0.729440679148017	6	4623	0.22490000000000002	0.23773502195288557	1013.0533057953522	0.4150678631356994	0	50.0
120	2018-04-29	53	37405	626	Employed	High School	30	15770	48	Married	0	Mortgage	442	0.22795380592585884	3	0	0.2996445580910432	0	Debt Consolidation	1	22	19	14266	762	15028	29045	3117.0833333333335	0.8538652603658562	3	4530	0.19777000000000003	0.20610543097441922	485.0316359934904	0.2974035458340298	0	56.0
121	2018-04-30	49	48399	564	Employed	Bachelor	29	19629	48	Single	0	Rent	346	0.2845530444179331	6	1	0.21451176951942177	0	Home	0	18	19	993	1120	91813	16583	4033.25	0.8816550375388991	1	75230	0.232629	0.264095005853557	666.3672618766681	0.2510053336333399	0	51.0
122	2018-05-01	49	44775	574	Employed	High School	28	20270	48	Divorced	4	Mortgage	228	0.15374657301290162	3	0	0.19613240009315017	0	Education	0	28	7	3070	1348	31257	64801	3731.25	0.84456748953186	5	8511	0.22827000000000003	0.2196043266803594	638.1928593137129	0.2321454899333234	0	51.0
123	2018-05-02	29	125711	580	Employed	Associate	7	12133	48	Widowed	0	Own	543	0.4563506459374977	3	1	0.21479649820579313	0	Home	0	20	20	16833	1592	18425	10411	10475.916666666666	0.7066975949742867	5	8014	0.21713300000000002	0.21812612032601866	381.0299962124382	0.08820516863718576	1	40.800000000000004
124	2018-05-03	56	15131	634	Employed	Master	30	25599	48	Married	2	Rent	351	0.24260036829389667	1	1	0.3810705651994572	0	Home	1	25	5	2458	2915	73848	15145	1260.9166666666667	0.778020135748182	7	58703	0.20359900000000003	0.22832259312367076	818.1347930558546	0.9272101987092891	0	59.0
125	2018-05-04	23	73576	603	Employed	Bachelor	0	12055	36	Married	2	Other	491	0.010550359397377055	8	0	0.24930210540325004	0	Education	0	26	1	1924	600	50167	59651	6131.333333333333	0.7665230614013436	5	4647	0.195555	0.17543864637230866	433.0636692410553	0.15071169988709177	1	41.6
126	2018-05-05	47	50345	602	Employed	Bachelor	22	18805	48	Married	1	Mortgage	441	0.4682993166153103	2	1	0.08793054100869492	0	Home	0	24	1	13605	785	50714	3537	4195.416666666667	0.5794889302075689	3	47177	0.212805	0.2324865552985765	605.2927055520034	0.24938946204437465	0	52.0
127	2018-05-06	66	56816	669	Employed	Associate	41	20719	12	Single	2	Mortgage	288	0.32019892967511926	4	1	0.07646201407033476	0	Auto	0	28	27	8124	705	636666	14955	4734.666666666667	0.7062527329182626	6	621711	0.151219	0.13941495093295067	1859.728992378859	0.4536177821132481	1	28.8
128	2018-05-07	28	34588	621	Employed	Master	0	18962	48	Single	0	Mortgage	444	0.21534483835370813	4	0	0.2816647708675246	0	Debt Consolidation	0	36	1	8955	256	89846	11153	2882.3333333333335	0.6647634811526894	3	78693	0.20346200000000003	0.24094755213451677	619.1897311280587	0.3688642527332226	0	52.0
129	2018-05-08	33	55383	565	Employed	Associate	10	9093	48	Married	3	Own	419	0.3080942448964131	4	0	0.0936257148249453	0	Auto	0	18	21	6607	1948	13714	6183	4615.25	0.6376914646557146	2	7531	0.22159299999999998	0.23296114047954555	292.9212284818008	0.15425409858226552	1	40.0
130	2018-05-09	41	65180	551	Employed	High School	16	15086	72	Married	2	Mortgage	323	0.2629592287911378	1	0	0.18932850664059367	0	Debt Consolidation	0	24	26	562	1662	64928	61849	5431.666666666667	0.5761223937843625	7	3079	0.254586	0.2326246575872104	390.4395277269173	0.13134817939127044	1	40.0
131	2018-05-10	33	15000	523	Employed	Bachelor	8	13879	60	Married	2	Rent	248	0.25846499512470406	2	2	0.3668960471331983	0	Auto	0	29	13	12973	290	27247	5651	1250.0	0.7785983863246368	2	21596	0.257379	0.2690634753047489	423.0232759033748	0.5368186207226998	0	56.0
132	2018-05-11	21	149736	560	Employed	Associate	0	27917	48	Married	0	Own	604	0.30762710193958626	1	0	0.3647327710678125	0	Auto	0	27	9	3003	2256	290530	10999	12478.0	0.8278309677340422	6	279531	0.242917	0.2082644425030576	861.8653947452472	0.11747598932082443	1	37.6
133	2018-05-12	40	42717	585	Employed	High School	14	41561	24	Divorced	3	Other	326	0.38008357160893597	2	1	0.252630803759783	0	Home	0	21	24	489	759	48731	10782	3559.75	0.6584504522019998	3	37949	0.22406099999999998	0.21400019834529044	2143.8137981224495	0.6938166438998383	0	53.0
134	2018-05-13	27	66417	590	Employed	Master	5	9493	48	Married	3	Mortgage	408	0.644568842556894	3	1	0.19062961640577736	0	Home	0	27	17	2012	1060	112110	24837	5534.75	0.7588609525120575	9	87273	0.209493	0.19198311195338755	284.8361861202966	0.12517931001766955	1	40.0
135	2018-05-14	45	22121	602	Employed	Bachelor	23	18805	60	Divorced	3	Other	250	0.22102744211527725	0	2	0.06412424791827963	0	Home	0	32	12	667	2669	63386	7364	1843.4166666666667	0.9867449095215128	2	56022	0.22280499999999998	0.23795743796042182	538.7544132243307	0.42787635996075984	0	47.0
136	2018-05-15	28	37558	620	Employed	Master	5	18686	60	Married	0	Rent	278	0.12214705894947198	1	1	0.21974503422123917	0	Education	0	24	24	4575	1163	9316	17652	3129.8333333333335	0.8532237481232183	10	2660	0.21368600000000004	0.2277135049624295	524.3153017738612	0.25634441720236256	0	49.0
137	2018-05-16	58	134691	621	Employed	Bachelor	36	16421	24	Married	0	Rent	607	0.19164141932076387	1	0	0.16940120308285106	0	Home	1	28	27	1619	306	48831	27992	11224.25	0.8842708944465567	4	20839	0.180921	0.19806867389655833	834.2114895797027	0.12840158492368778	1	40.0
138	2018-05-17	30	33101	539	Employed	High School	7	29824	60	Married	0	Rent	358	0.18478733993099972	3	0	0.16375105193599362	0	Education	0	17	19	2548	1004	220116	8784	2758.4166666666665	0.9113831973407766	0	211332	0.265324	0.23897147546942898	856.1962596946144	0.44017869902224627	0	46.0
139	2018-05-18	36	44364	439	Employed	High School	10	5538	36	Divorced	1	Mortgage	313	0.3314445993974999	3	1	0.30184151971904954	0	Other	0	26	12	2471	764	203672	8223	3697.0	0.8680864326045541	7	195449	0.271038	0.25621250185083516	222.0136237945848	0.1447156136853083	1	40.800000000000004
140	2018-05-19	49	38596	499	Employed	Master	27	13078	36	Married	2	Other	292	0.148254550452486	1	2	0.38771769398503586	0	Debt Consolidation	1	24	23	1121	1118	40099	121827	3216.3333333333335	0.8030584112494779	6	4304	0.248578	0.2558993551055523	524.0681505529991	0.25372623605130035	0	60.0
141	2018-05-20	25	139954	439	Unemployed	High School	3	40858	48	Single	0	Rent	293	0.17288980669482343	1	0	0.44891103853918113	0	Auto	0	28	22	427	1429	51633	5937	11662.833333333334	0.5887569424712554	2	45696	0.316358	0.3124454576901247	1500.8545233870482	0.1538094965534717	0	56.0
142	2018-05-21	42	53444	521	Unemployed	Bachelor	19	16462	60	Married	0	Other	730	0.3684903388772527	4	1	0.23752601505389306	0	Auto	0	24	12	4608	638	44150	32195	4453.666666666667	0.5809484460351957	7	11955	0.260962	0.2880802820182057	520.6123708999971	0.28080511284334936	0	55.0
143	2018-05-22	55	113523	643	Employed	High School	33	10990	60	Married	0	Own	427	0.3060192614473559	4	2	0.22171202572179521	0	Auto	0	25	18	4279	2107	130005	17536	9460.25	0.8653741651174964	4	112469	0.19449	0.20388902070867115	293.5510189961893	0.07616617097816542	1	35.2
144	2018-05-23	20	31270	581	Employed	Bachelor	1	6624	12	Married	1	Mortgage	151	0.46486746609384605	5	2	0.0920790813606543	0	Other	1	27	20	2857	478	78348	31210	2605.8333333333335	0.7802279615770682	6	47138	0.181124	0.17332361626234602	605.1855616188404	0.29018953435964456	0	58.0
145	2018-05-24	42	46717	520	Employed	High School	21	20915	60	Divorced	4	Other	616	0.3926780588481041	4	2	0.44189816906737367	0	Auto	0	25	20	1085	2885	8920	11975	3893.0833333333335	0.9889078460701591	1	3094	0.265915	0.24570244907749159	608.624593648303	0.3145641869935919	0	57.0
146	2018-05-25	43	56613	564	Employed	High School	19	25148	36	Single	0	Mortgage	340	0.5136588368001973	5	1	0.4353465580683332	0	Home	0	20	3	4138	1730	226679	47469	4717.75	0.5005037363000974	8	179210	0.228148	0.241327041378289	988.3808662665643	0.2815708476003528	0	56.0
147	2018-05-26	49	86882	612	Employed	Bachelor	24	51374	72	Married	1	Rent	380	0.11659761968332408	1	2	0.225287112967231	0	Home	0	35	19	10374	565	45230	263937	7240.166666666667	0.5470855796326178	8	4755	0.260374	0.27777258833762064	1472.6892010165866	0.2558904078197905	0	47.0
148	2018-05-27	25	69876	598	Employed	Associate	5	17992	96	Single	1	Rent	545	0.011470739091602487	3	1	0.2581546911234629	0	Debt Consolidation	0	31	15	915	506	19626	7056	5823.0	0.8042212823161409	5	12570	0.253992	0.2723052977294854	461.8554917370296	0.17291009646866384	0	51.0
149	2018-05-28	24	32582	513	Self-Employed	Bachelor	4	26598	60	Divorced	0	Rent	231	0.4625920674621868	5	1	0.14665225475285285	0	Debt Consolidation	0	24	21	288	1263	32463	10978	2715.1666666666665	0.8519066808790127	4	21485	0.275098	0.2727079521049	816.4890481577511	0.3857918046127621	0	55.0
150	2018-05-29	46	101562	612	Employed	Bachelor	23	30836	84	Divorced	3	Mortgage	323	0.6055536860613306	6	0	0.18951488472477765	0	Education	1	26	14	7528	378	62262	36152	8463.5	0.7734253915833851	5	26110	0.249836	0.23665870470998604	754.4015679516308	0.127299765812209	0	54.0
151	2018-05-30	43	24611	548	Unemployed	Bachelor	25	21110	24	Married	0	Other	489	0.5774590354323942	0	1	0.22231780874006105	0	Education	0	30	18	10586	1352	190056	20979	2050.9166666666665	0.7565857226468845	5	169077	0.22210999999999997	0.2473423829653818	1123.8598944257246	0.7864092776851285	0	54.0
152	2018-05-31	43	22390	594	Employed	Associate	21	17603	120	Married	1	Own	389	0.1581449304593628	3	5	0.39964194370113576	0	Auto	0	19	23	612	293	24284	46780	1865.8333333333333	0.9182481307609824	3	8633	0.27560300000000004	0.29297066811204414	454.9331165012831	0.4523089503356587	0	55.0
153	2018-06-01	44	47430	605	Employed	Bachelor	25	32684	60	Married	5	Mortgage	377	0.6351421226572908	2	0	0.19157588302881207	0	Debt Consolidation	0	31	17	673	505	57941	32526	3952.5	0.7162418050569915	5	25415	0.235184	0.23235547735232617	925.8059033784633	0.32961566182883323	0	50.0
154	2018-06-02	31	57105	500	Employed	Master	6	24760	36	Single	3	Rent	168	0.1222252354768056	2	1	0.32896758272385385	0	Home	0	15	20	2593	129	12750	12673	4758.75	0.7130921503679093	6	1632	0.25976	0.26810133066236497	1008.3119297517227	0.2471892681380032	0	53.0
155	2018-06-03	42	28751	536	Employed	Bachelor	21	30150	60	Married	0	Own	343	0.4110981671499558	1	3	0.3386737526920623	0	Debt Consolidation	0	19	5	8298	2785	33961	20305	2395.9166666666665	0.8500267069542693	7	13656	0.26715	0.258890881936069	900.7265157618874	0.5191025769240253	0	59.0
156	2018-06-04	43	43567	547	Employed	Bachelor	17	17390	24	Married	2	Mortgage	308	0.1436437837044899	3	0	0.2657086420246948	0	Debt Consolidation	0	28	10	12906	4746	131041	11319	3630.5833333333335	0.7653277557835397	3	119722	0.21888999999999997	0.2380168360580599	917.707994966234	0.33760635204615436	0	48.0
157	2018-06-05	31	20113	575	Employed	Master	6	27214	36	Married	1	Own	347	0.21627483370568393	2	1	0.45272860731235953	0	Other	0	20	2	4698	1891	99134	46478	1676.0833333333333	0.8050181673943958	1	52656	0.224714	0.22675760936017336	1048.852877752631	0.8328063706573645	0	60.0
158	2018-06-06	62	52633	682	Unemployed	Master	41	13197	120	Married	5	Own	347	0.2206098600903152	0	2	0.1779702798550773	1	Auto	0	22	27	4853	730	51962	68554	4386.083333333333	0.7323448370903589	9	6415	0.227197	0.22455475289601112	276.8821426280891	0.1422412880044282	0	59.0
159	2018-06-07	45	93617	557	Employed	Associate	25	10868	84	Single	0	Own	826	0.18520835690090875	7	4	0.4673102205493854	0	Home	0	18	17	3489	357	79807	54410	7801.416666666667	0.8024603090900825	8	25397	0.257368	0.24689379902500413	272.9321558018385	0.14086315380349787	1	43.2
160	2018-06-08	25	34276	574	Employed	Doctorate	3	5163	96	Married	3	Rent	365	0.3068512432051159	3	0	0.1981528554668243	0	Debt Consolidation	0	27	26	3141	42	38198	5950	2856.3333333333335	0.6432778154586831	6	32248	0.253163	0.25166548567452157	125.3743363618091	0.17167966029705067	0	51.0
161	2018-06-09	47	25819	587	Self-Employed	High School	25	12824	36	Married	0	Rent	103	0.6251110136059772	2	2	0.20191409225613816	0	Debt Consolidation	0	30	5	1622	1914	63582	13848	2151.5833333333335	0.7311656082725878	6	49734	0.204324	0.1821822317409338	465.0233901800585	0.2640025052155661	0	61.0
162	2018-06-10	28	72220	546	Employed	Doctorate	5	11336	36	Married	1	Mortgage	533	0.0749757526584197	2	2	0.09434371219149569	0	Debt Consolidation	0	27	28	1517	1581	125642	21847	6018.333333333333	0.8586571733035676	9	103795	0.223336	0.21242140876493718	428.49520033090243	0.1597610413177905	1	36.0
163	2018-06-11	49	30032	594	Employed	High School	28	5789	24	Single	0	Mortgage	148	0.31070839472874545	3	4	0.6043856643408314	0	Debt Consolidation	0	32	1	1632	524	87958	20361	2502.6666666666665	0.9160584787104539	7	67597	0.18378899999999998	0.1951435199276996	293.2641924268633	0.17631760485889583	0	61.0
164	2018-06-12	53	259639	545	Employed	Associate	29	39203	12	Single	3	Rent	189	0.43865627117108197	2	0	0.21590598719883575	0	Debt Consolidation	0	26	18	21809	322	22131	31385	21636.583333333332	0.6294477479731049	3	2180	0.231703	0.2082674307613362	3647.08023469859	0.17729602569869352	1	40.800000000000004
165	2018-06-13	30	58238	628	Self-Employed	Master	7	15647	48	Married	1	Mortgage	770	0.3295258830768796	3	1	0.1772264166734497	1	Debt Consolidation	0	31	5	8060	2519	52153	9039	4853.166666666667	0.6520002745778942	4	43114	0.19664700000000002	0.19680862538511976	473.48740398477463	0.25622186283555914	0	64.0
166	2018-06-14	51	91953	618	Employed	High School	29	21715	48	Married	5	Rent	264	0.28488079747833983	2	1	0.5055457486130079	0	Debt Consolidation	0	30	4	2879	4094	33213	16233	7662.75	0.8565896611314722	10	16980	0.20771500000000004	0.1910068472786552	650.4353504324093	0.1193351408348712	1	45.6
167	2018-06-15	44	22237	609	Employed	High School	23	33644	60	Divorced	1	Rent	816	0.08347040339002838	3	0	0.4714725437536073	0	Home	0	28	21	1967	2124	64119	23197	1853.0833333333333	0.74758521576362	3	40922	0.23414400000000002	0.22631126360230822	941.3235674849936	0.9483240909214339	0	54.0
168	2018-06-16	49	74085	653	Employed	Bachelor	27	36208	12	Married	2	Other	375	0.26104471495265036	3	0	0.5635651599936462	0	Debt Consolidation	0	32	28	2043	15912	70652	75471	6173.75	0.8407513173047919	6	7553	0.174708	0.1710999384947515	3304.2319994015834	0.5959476816200175	0	52.0
169	2018-06-17	62	33370	633	Employed	Bachelor	41	18943	24	Divorced	2	Rent	545	0.5216435101841149	5	0	0.3087013594120962	0	Home	0	24	9	966	1022	92153	124204	2780.8333333333335	0.8363589085183586	5	10973	0.177443	0.1854112496546378	950.6725134774842	0.5378504693356251	0	54.0
170	2018-06-18	37	36562	553	Employed	High School	14	38934	48	Married	0	Own	782	0.2712565461457211	4	0	0.37345492463875113	0	Home	1	26	11	636	1405	2612797	9589	3046.8333333333335	0.49207432553175423	4	2603208	0.257434	0.22178516252459513	1230.4340525540445	0.6605002087043524	1	42.400000000000006
171	2018-06-19	30	25658	583	Employed	Associate	7	6423	36	Married	3	Own	374	0.18945355472868466	1	1	0.06564466820876526	0	Other	0	20	6	2411	480	73838	16061	2138.1666666666665	0.6281619823189073	5	57777	0.19992300000000002	0.19749597643847833	237.88299637288844	0.28617179657318037	0	51.0
172	2018-06-20	29	75095	590	Employed	Associate	6	11657	120	Married	1	Rent	182	0.445935977119576	3	0	0.5825699687710878	0	Auto	1	15	9	1570	510	61242	19771	6257.916666666667	0.8958779572566345	7	41471	0.27165700000000004	0.3259884	329.8993646775571	0.08180028465451342	0	66.0
173	2018-06-21	30	50657	591	Employed	High School	4	20536	48	Married	2	Mortgage	638	0.3076862262550148	7	2	0.0611514659954466	0	Auto	0	27	14	20114	475	124093	16677	4221.416666666667	0.6961833476119678	11	107416	0.220036	0.19591360804946265	620.4555409479389	0.29811213635579026	0	46.0
174	2018-06-22	39	48707	582	Employed	Bachelor	17	9741	36	Married	0	Other	558	0.052235723830075104	1	0	0.2514780656533204	0	Home	0	30	17	2817	337	118511	49436	4058.9166666666665	0.8151823308796098	13	69075	0.203741	0.2444892	384.46701682767775	0.23219669045377736	0	50.0
175	2018-06-23	44	99138	524	Employed	High School	19	23007	48	Single	4	Rent	472	0.2540217479680924	2	2	0.24859960014516921	0	Auto	0	25	24	2596	152	10777	42553	8261.5	0.7571087604821021	6	1156	0.256007	0.24434250282498354	755.6043743495422	0.14859340003020544	1	40.800000000000004
176	2018-06-24	43	48280	581	Employed	Associate	20	40424	36	Married	4	Rent	340	0.24561709257885142	0	1	0.23626812868434405	0	Home	0	28	12	3207	4229	102225	18198	4023.3333333333335	0.7211819879579198	2	84027	0.234924	0.1903172372386648	1482.4314109198974	0.4529655536669173	0	51.0
177	2018-06-25	49	88064	568	Employed	Bachelor	27	24156	120	Married	0	Other	382	0.41885615745600846	2	0	0.10958990334392345	0	Other	0	28	17	7110	252	161014	25181	7338.666666666667	0.7183138858213195	4	135833	0.295156	0.2599071122999699	566.4924363690118	0.12924588068255066	1	36.800000000000004
178	2018-06-26	40	177855	625	Employed	Master	18	17289	60	Married	0	Mortgage	280	0.03819544135238179	3	0	0.4362052170220401	0	Education	0	24	26	3966	947	100795	5297	14821.25	0.4376470065062385	5	95498	0.209789	0.2317025527049952	489.0777211980991	0.05189020637247864	1	38.400000000000006
179	2018-06-27	57	55440	614	Employed	Bachelor	35	31937	12	Widowed	2	Own	497	0.1472038203843839	3	2	0.32860438039767986	0	Auto	0	25	14	958	1312	32453	11335	4620.0	0.9196059262663318	4	21118	0.189937	0.18552332686843528	2936.3855222944208	0.7431570394576669	0	50.0
180	2018-06-28	36	44377	558	Employed	High School	13	11938	36	Married	3	Rent	215	0.4871413459689579	1	1	0.172368674875069	0	Debt Consolidation	0	23	19	2782	1457	59951	7527	3698.0833333333335	0.8448341979999824	2	52424	0.217938	0.21040551540345379	450.01354973535626	0.17982654521090374	1	40.0
181	2018-06-29	72	115677	511	Employed	Bachelor	51	27962	24	Married	1	Own	364	0.10671633620712376	6	0	0.4827722727825871	0	Debt Consolidation	0	26	6	1314	3522	89023	36001	9639.75	0.621282685530762	5	53022	0.247462	0.281752414333143	1537.2902256069656	0.19723439151502534	0	54.0
182	2018-06-30	47	163133	654	Employed	Master	27	13145	36	Single	5	Mortgage	210	0.1247277421292372	2	1	0.1071683365164474	0	Education	0	27	6	687	411	85222	23228	13594.416666666666	0.8641471562710866	8	61994	0.171145	0.19607288071685783	485.88900176793237	0.0511893241785242	1	32.800000000000004
183	2018-07-01	29	51989	517	Employed	Bachelor	5	26850	72	Married	3	Mortgage	351	0.1694921328730161	5	0	0.486149060748954	0	Auto	0	22	3	1462	391	54547	10095	4332.416666666667	0.837484158288577	6	44452	0.28335	0.308280968179741	822.1477906476991	0.2707836943925136	0	58.0
184	2018-07-02	27	28941	612	Employed	Associate	3	15007	60	Single	0	Mortgage	112	0.126320772975842	1	1	0.5284547949288323	0	Education	0	23	8	1934	2041	133058	88914	2411.75	0.720013118653687	6	44144	0.214007	0.1881368566838582	387.7529908928042	0.2072159182721278	0	57.0
185	2018-07-03	45	117455	652	Unemployed	Doctorate	21	19372	48	Divorced	3	Own	697	0.24441493145149004	2	0	0.6809138064677995	0	Auto	1	26	6	3583	11199	288436	9076	9787.916666666666	0.7402011020414656	3	279360	0.188372	0.18581062057318198	574.9512772267276	0.12995117557124627	1	44.800000000000004
186	2018-07-04	37	68157	565	Employed	Bachelor	14	15091	36	Married	2	Mortgage	394	0.2163111726654191	1	1	0.08540812812151839	0	Education	0	28	27	4080	422	12695	66526	5679.75	0.7484423617468884	3	3047	0.21759099999999998	0.23150365356927163	585.3517618414047	0.17242867412146745	1	40.0
187	2018-07-05	48	117456	579	Employed	Master	24	17310	36	Married	5	Mortgage	451	0.2410743506482596	2	0	0.11822653997688815	0	Home	0	18	24	1689	949	31979	20558	9788.0	0.7982180239988403	5	11421	0.21281	0.2188964065763324	660.0888871772578	0.11351541552689597	1	39.2
188	2018-07-06	45	84230	579	Employed	Bachelor	21	61376	72	Married	0	Rent	565	0.3140071582874062	3	0	0.09336590745609613	0	Home	1	34	7	922	542	29842	14843	7019.166666666667	0.894826038127962	3	14999	0.286876	0.29398641655113383	1822.7173676987613	0.34017106033937	0	56.0
189	2018-07-07	39	47910	515	Employed	High School	15	25068	24	Married	3	Mortgage	447	0.11951330724092905	4	0	0.02137203132542426	0	Education	0	17	10	3131	2447	68899	11745	3992.5	0.830638544989031	2	57154	0.242568	0.23919799566485636	1324.3694382682327	0.4436742487835273	0	48.0
190	2018-07-08	29	37709	557	Employed	High School	8	27440	60	Married	1	Own	435	0.47606967253127047	5	1	0.4629774584414892	0	Debt Consolidation	1	25	9	1785	543	9716	16781	3142.4166666666665	0.7397602744952096	5	4672	0.25394	0.304728	895.7625781123185	0.42348380856951445	0	65.0
191	2018-07-09	21	73625	540	Employed	Bachelor	1	12927	24	Single	0	Mortgage	182	0.11674168018988831	1	1	0.19287645777336107	1	Home	0	21	8	1176	1252	159098	20357	6135.416666666667	0.9226877247002299	7	138741	0.21792699999999998	0.20860742039601382	663.3784315790815	0.1377866374050795	0	58.0
192	2018-07-10	34	19757	592	Employed	Associate	12	17292	120	Married	4	Rent	385	0.38051887536908385	1	2	0.18107852856379994	0	Education	0	28	9	3053	1330	44477	106504	1646.4166666666667	0.85013640411129	5	2757	0.276292	0.254743574662713	399.17840681427384	0.4762940163876745	0	53.0
193	2018-07-11	50	111020	498	Employed	Associate	28	23552	12	Married	4	Rent	496	0.23665438802617578	1	2	0.45212912856193643	0	Other	0	23	24	2429	1167	43095	13083	9251.666666666666	0.9291366372969364	2	30012	0.239552	0.24260455553611368	2230.0372998322887	0.2946536443702708	1	44.0
194	2018-07-12	42	54202	553	Unemployed	High School	20	12176	60	Single	0	Rent	292	0.17630745308905577	8	1	0.051871199614911954	1	Auto	0	22	9	4326	727	39483	98490	4516.833333333333	0.8493880497599409	8	4212	0.240676	0.2390079793513072	349.5780008176501	0.14204154846337405	0	65.0
195	2018-07-13	25	36184	620	Employed	Master	6	38807	48	Single	3	Other	210	0.7300222752172015	5	1	0.22783264115237142	0	Debt Consolidation	0	38	9	2111	611	68351	27576	3015.3333333333335	0.7871618924099528	5	40775	0.22380700000000003	0.19552508233674512	1171.6784528528515	0.45821748381146965	0	53.0
196	2018-07-14	42	56320	603	Employed	Master	16	21883	60	Married	0	Rent	653	0.11843610507406467	3	1	0.06966193937591	0	Auto	0	31	12	2478	1449	326068	11532	4693.333333333333	0.8841559886152924	4	314536	0.225383	0.20045240563287955	580.3166457165904	0.2627805353089326	1	32.0
197	2018-07-15	44	111257	487	Employed	Associate	22	18609	60	Single	0	Mortgage	525	0.4198730262830971	2	0	0.18594525641741946	0	Education	0	25	17	1370	300	24626	30649	9271.416666666666	0.9278688196147797	5	1850	0.280109	0.27396421112418157	572.6492834670111	0.11839067565729917	1	40.0
198	2018-07-16	29	55172	606	Employed	Bachelor	6	40220	36	Married	0	Mortgage	317	0.5136802341383394	4	6	0.5761166993738129	0	Auto	0	31	9	14454	1521	82416	8200	4597.666666666667	0.8553367080777702	4	74216	0.22222	0.2238548220091063	1544.0523603590204	0.40478192424251874	0	55.0
199	2018-07-17	41	29020	583	Employed	High School	16	16570	60	Married	2	Mortgage	158	0.22775900610525354	2	1	0.1737664767520638	0	Home	0	23	4	713	862	22214	10612	2418.3333333333335	0.9384970548532756	5	11602	0.23007	0.2319091366619266	468.93541604611517	0.2592427633546996	0	55.0
200	2018-07-18	40	19990	564	Employed	Bachelor	22	11236	24	Divorced	2	Mortgage	511	0.42842777263118464	2	1	0.26027699018118	0	Debt Consolidation	0	28	15	1477	5786	100659	7602	1665.8333333333333	0.885167782272192	4	93057	0.20423599999999997	0.19175895244710559	567.3519040174446	0.6473348098153745	0	53.0
201	2018-07-19	26	196442	600	Employed	Associate	5	25519	24	Single	1	Mortgage	326	0.32040750859152933	4	1	0.16936509874582803	0	Auto	1	25	19	4763	4810	9573	128864	16370.166666666666	0.7471741389470106	9	6837	0.20051899999999998	0.19914517136280765	1297.7445643696772	0.09918925063090442	1	40.800000000000004
202	2018-07-20	44	21725	630	Employed	Bachelor	22	38766	48	Single	0	Rent	206	0.19023253941098128	6	1	0.427326575550395	0	Auto	0	10	13	2332	494	90534	37492	1810.4166666666667	0.8438441020682367	8	53042	0.21876600000000002	0.23937071843939722	1262.49450831775	0.8111362071260299	0	52.0
203	2018-07-21	46	49098	472	Employed	Associate	24	31990	72	Married	3	Mortgage	352	0.29298525558404787	2	1	0.12646288736511316	0	Debt Consolidation	1	27	24	11754	2781	22172	20084	4091.5	0.8471082963933592	1	2088	0.31099	0.3325893200448405	1030.5820787313603	0.337915698089053	0	57.0
204	2018-07-22	52	33061	640	Employed	Associate	30	11580	36	Married	3	Own	384	0.18818901830463897	5	2	0.30525133397183973	0	Auto	0	19	25	9144	801	144771	65760	2755.0833333333335	0.6461158552889833	5	79011	0.17658000000000001	0.16335096193672682	409.0368044064393	0.28784494276873873	1	39.2
205	2018-07-23	52	91077	550	Employed	High School	27	37597	36	Single	4	Other	917	0.10933194964410659	1	2	0.11557377780997843	0	Home	0	22	4	3363	431	17299	34929	7589.75	0.8957328473623475	6	5342	0.24759699999999998	0.29177735530274934	1579.166586928455	0.32888653604248563	0	51.0
206	2018-07-24	23	17270	593	Employed	High School	0	28352	36	Single	2	Own	858	0.3652840764368677	5	2	0.24435031062118362	0	Home	0	24	29	24249	1912	38825	12998	1439.1666666666667	0.3816037498559934	3	25827	0.216852	0.20815769123272054	1065.4835388311126	1.336525910015828	0	54.0
207	2018-07-25	28	137635	622	Employed	Master	4	12414	48	Divorced	2	Own	285	0.4682036444396825	6	1	0.3663117190145242	0	Home	0	18	8	1133	4015	13939	5554	11469.583333333334	0.7127733371603431	5	8385	0.19641400000000003	0.15713120000000003	349.9949757257945	0.0553633865565411	1	40.800000000000004
208	2018-07-26	46	44523	613	Unemployed	High School	23	12648	96	Married	3	Mortgage	90	0.153657113448369	2	0	0.4228086860980984	0	Home	0	30	28	2266	1008	25164	36282	3710.25	0.7801071390232356	4	6932	0.24114799999999997	0.25516923310183404	310.0847435991121	0.10783228720412696	0	56.0
209	2018-07-27	46	40998	576	Employed	High School	26	29172	48	Single	1	Mortgage	463	0.12634561678285525	3	2	0.7110837126016447	0	Debt Consolidation	0	23	18	2493	1858	16901	30888	3416.5	0.49781725233423335	5	7970	0.23617200000000002	0.24596710282049838	960.7096341553023	0.41671583028107784	0	58.0
210	2018-07-28	46	49839	558	Employed	Associate	28	34869	108	Single	3	Rent	565	0.28848865636630977	1	1	0.26047307578575635	1	Auto	0	26	20	15200	651	15851	29182	4153.25	0.9087468170605875	5	5439	0.30086899999999994	0.34246080633745424	1045.1508480046432	0.3876845477649174	0	65.0
211	2018-07-29	80	48462	656	Employed	Associate	61	29111	72	Married	4	Rent	477	0.353579875365987	3	4	0.2842673053306766	0	Auto	0	19	15	3972	2076	45290	66211	4038.5	0.8863451980299596	7	5097	0.216111	0.18998056659854795	680.4873932461569	0.28661319629717885	0	47.0
212	2018-07-30	46	37268	535	Employed	Bachelor	23	26549	48	Married	0	Rent	504	0.10987191550516269	2	2	0.10414441628171917	0	Debt Consolidation	1	19	12	652	2447	29282	10542	3105.6666666666665	0.9183330891399824	8	18740	0.25404899999999997	0.2238586816278152	842.0263949487166	0.43340980839821297	0	56.0
213	2018-07-31	53	85512	628	Employed	Associate	30	20367	48	Single	1	Own	338	0.21874672457806804	3	2	0.314813123032829	0	Auto	0	30	8	2369	1188	149155	52247	7126.0	0.9098410543966694	8	96908	0.20136700000000002	0.18271154386423913	601.170280360447	0.13179487515583035	1	39.2
214	2018-08-01	51	16619	617	Employed	High School	29	22186	48	Widowed	5	Rent	236	0.2814973113910139	5	2	0.09237756844439239	0	Home	0	23	20	10910	2098	54770	43575	1384.9166666666667	0.7843475856359179	3	11195	0.20868600000000004	0.21592723230195832	694.0975599191905	0.6715909933828922	0	49.0
215	2018-08-02	47	30548	490	Employed	High School	25	22280	84	Married	0	Own	920	0.021919536451792107	1	1	0.21219408999111383	0	Other	0	28	26	1701	2417	21711	29011	2545.6666666666665	0.711992803188666	2	6851	0.30228	0.3115623202919041	654.4659852730042	0.618488667777794	0	52.0
216	2018-08-03	36	108416	604	Unemployed	High School	9	60460	72	Married	0	Own	292	0.3449637152710574	2	1	0.18382901609756025	0	Debt Consolidation	0	22	25	48211	772	67394	5965	9034.666666666666	0.8715322121515355	3	61429	0.27346	0.22769426004470836	1546.8605739872908	0.20353385928135598	0	47.0
217	2018-08-04	49	56255	571	Employed	Associate	28	14526	24	Married	0	Rent	573	0.0985992669510242	3	0	0.00930033307297396	0	Auto	0	19	4	23933	658	366111	44654	4687.916666666667	0.7498457630545147	3	321457	0.204026	0.20690376106845665	744.2206980295687	0.28098210605910273	1	36.800000000000004
218	2018-08-05	30	35795	510	Employed	Master	6	18086	36	Married	2	Rent	239	0.0966267479022237	6	0	0.40442097705222513	0	Debt Consolidation	0	22	15	1038	4134	165933	34105	2982.9166666666665	0.8111418756881282	4	131828	0.248086	0.24640745221035157	715.6642372405776	0.32004388453378774	0	52.0
219	2018-08-06	37	20882	566	Employed	High School	14	23838	48	Divorced	2	Mortgage	671	0.1278379308546393	3	2	0.24581568132817938	0	Home	0	24	25	2011	536	144098	56021	1740.1666666666667	0.7844869387345216	7	88077	0.235838	0.21839612336276748	748.9677587509717	0.8159952641036137	0	51.0
220	2018-08-07	34	21573	522	Employed	Bachelor	12	12419	48	Divorced	0	Other	194	0.4329456346470891	4	1	0.4087024481540232	0	Education	0	28	15	2935	229	51753	3910	1797.75	0.9201862929842988	7	47843	0.24641900000000003	0.23170559645533295	399.2086431943682	0.32997282335940387	0	59.0
221	2018-08-08	40	86157	535	Employed	Bachelor	15	16775	36	Married	2	Mortgage	370	0.2801244623624745	2	1	0.3294150353121829	0	Auto	0	26	12	3368	4485	106697	33353	7179.75	0.8526494039878054	5	73344	0.234275	0.2384193557901897	656.7397066687212	0.14300493842664735	1	40.800000000000004
222	2018-08-09	67	29708	626	Unemployed	High School	42	44904	108	Divorced	1	Rent	631	0.38950910982838766	6	0	0.1390383949919657	0	Debt Consolidation	0	16	11	1303	5039	98472	15326	2475.6666666666665	0.7511872487094747	8	83146	0.27690400000000004	0.33104556670530866	1307.9855698080833	0.7832175453647839	0	50.0
223	2018-08-10	18	77920	578	Employed	Bachelor	0	20677	36	Divorced	2	Rent	1093	0.2792779032275764	1	0	0.4797705757616276	0	Debt Consolidation	0	26	20	6127	2578	36486	94587	6493.333333333333	0.853444466213955	4	5109	0.216677	0.2341374477915227	804.8666365293196	0.2922792561390123	0	56.0
224	2018-08-11	48	35187	574	Employed	Bachelor	24	82538	48	Married	1	Mortgage	572	0.04011054433765943	2	2	0.21003466072368354	0	Auto	1	25	9	7826	502	24320	13229	2932.25	0.7158706722851017	4	11091	0.290538	0.28865160241305005	2917.6330220354057	1.1900871419679107	0	59.0
225	2018-08-12	20	53299	544	Self-Employed	Bachelor	0	36261	36	Divorced	0	Mortgage	630	0.11868385746312478	0	2	0.45700365839480817	0	Home	0	25	24	3678	1968	175920	10093	4441.583333333333	0.7917061644382016	3	165827	0.24926099999999998	0.2819084233380511	1503.6261624522733	0.4803751280404375	0	54.0
226	2018-08-13	34	54605	614	Employed	Master	11	12604	24	Single	1	Rent	462	0.5457376738243693	6	1	0.22709888993290325	0	Debt Consolidation	0	30	18	5395	399	13039	59277	4550.416666666667	0.8394215468961569	4	3640	0.180604	0.1572290460425053	615.463594081527	0.23678350204154056	1	40.0
227	2018-08-14	53	36754	505	Self-Employed	Associate	30	36455	36	Married	1	Mortgage	674	0.4390978532691305	0	0	0.18276757464104224	0	Debt Consolidation	0	34	14	3055	5057	138955	21422	3062.8333333333335	0.7987333486812535	6	117533	0.26895499999999994	0.28211020332610376	1512.0686735034728	0.7137406563106512	0	51.0
228	2018-08-15	40	37426	601	Employed	High School	19	38810	24	Single	0	Mortgage	153	0.4950801071880365	3	0	0.27368744545806933	0	Home	0	12	25	6120	1145	171618	1466	3118.8333333333335	0.6122977615148223	2	170152	0.21330999999999997	0.21125300492752794	1996.6664745119165	0.6892533985502858	0	47.0
229	2018-08-16	27	29512	545	Employed	Bachelor	5	28201	60	Single	1	Mortgage	455	0.08892624960277241	3	2	0.23822398056183688	0	Home	0	15	18	2290	5251	24830	65744	1250.0	0.7866230119630193	2	3661	0.260701	0.2985190609050124	909.8344899682253	1.0918675919745802	0	53.0
230	2018-08-17	31	34589	445	Employed	High School	10	91631	60	Married	3	Rent	285	0.4479217256116706	2	1	0.07125895004488392	0	Debt Consolidation	0	29	16	1428	1002	72147	55009	2882.4166666666665	0.913455211747474	3	17138	0.374131	0.39618506439799744	3527.670993195453	1.322734161679882	0	52.0
231	2018-08-18	48	56584	615	Unemployed	Associate	24	15122	36	Married	2	Mortgage	115	0.17117625355709726	4	1	0.49601572112262954	0	Education	0	25	25	6834	1269	122221	6443	4715.333333333333	0.9298064896215749	5	115778	0.192622	0.18105931747381265	547.5004526336796	0.14049917700417355	1	40.800000000000004
232	2018-08-19	31	32777	537	Employed	Master	9	27822	60	Divorced	2	Mortgage	392	0.3132684195484376	4	2	0.20648960202915287	0	Education	1	21	15	4771	4937	120149	5740	2731.4166666666665	0.8247088104386914	6	114409	0.264322	0.2260003462978678	777.9351424619464	0.42832540224985066	0	55.0
233	2018-08-20	42	70901	575	Self-Employed	Bachelor	22	20087	60	Married	0	Rent	582	0.49062149764655294	4	3	0.32817901571024405	0	Home	0	29	4	12504	522	43108	19402	5908.416666666667	0.8960520067181497	5	23706	0.237587	0.23882860718486543	576.4971798101402	0.19607574163582572	0	61.0
234	2018-08-21	40	52184	574	Self-Employed	Associate	19	38284	48	Married	3	Rent	356	0.14584709525979866	5	1	0.14637178641472542	0	Other	0	16	3	7697	4696	135135	52369	4348.666666666667	0.9144261805436192	8	82766	0.24628400000000003	0.22825407179199972	1223.3993090306985	0.3631916240297482	0	53.0
235	2018-08-22	32	43451	506	Employed	High School	14	9077	36	Widowed	0	Rent	564	0.09952422275349249	2	2	0.29427567477028393	0	Other	0	23	1	1218	7400	58686	11575	3620.9166666666665	0.7059163665411841	5	47111	0.24107699999999999	0.2465643931734781	359.25265225918326	0.25497760298060346	0	56.0
236	2018-08-23	65	23881	599	Employed	High School	43	17067	60	Single	4	Own	678	0.18463295063438115	1	1	0.4103191980213574	0	Auto	0	23	26	22121	3206	38426	91806	1990.0833333333333	0.5809631132959967	4	5423	0.22256700000000001	0.21928418066744956	470.67762204314107	0.5772007648137722	0	57.0
237	2018-08-24	47	44248	550	Self-Employed	High School	24	21565	36	Single	2	Rent	499	0.2125094044867889	5	0	0.22488149250189898	0	Debt Consolidation	0	28	12	41840	1886	70635	20206	3687.3333333333335	0.8720245133095422	5	50429	0.231565	0.23259973262880698	837.6999919731885	0.3625112977688994	0	54.0
238	2018-08-25	18	15885	551	Employed	Master	0	35284	84	Single	0	Other	264	0.29656925243822574	6	2	0.5418069239545946	0	Home	0	23	27	2316	3975	302488	23662	1323.75	0.8481466640486499	1	278826	0.28478400000000004	0.32529749971173677	1069.5813582736496	1.007426899545722	0	54.0
239	2018-08-26	42	39637	599	Employed	Doctorate	16	28863	24	Single	4	Mortgage	337	0.6577604508520756	4	1	0.1097211866260738	0	Other	0	25	7	823	554	197025	22402	3303.0833333333335	0.7110369067251245	5	174623	0.204363	0.24508858305713643	1533.3588044053192	0.5662463267367316	0	50.0
240	2018-08-27	32	48777	549	Employed	Bachelor	8	32798	72	Divorced	3	Own	176	0.5015655330324704	4	0	0.2891038188839888	0	Auto	0	30	4	1382	446	100090	30965	4064.75	0.8044430879689629	4	69125	0.273298	0.2966013455898997	979.5255674957391	0.284279615596467	0	55.0
241	2018-08-28	50	43208	564	Employed	High School	26	13574	84	Married	3	Other	361	0.7222491660505085	4	1	0.34082699369182995	0	Debt Consolidation	0	33	6	2108	678	23314	73184	3600.6666666666665	0.7910425277768346	3	2671	0.25657399999999997	0.20525919999999998	305.74013303204976	0.18517130152713843	0	59.0
242	2018-08-29	30	18662	544	Employed	Bachelor	11	28715	60	Single	1	Rent	511	0.27685105305479607	4	0	0.42740328395268545	0	Home	0	25	12	3730	149	94880	7676	1555.1666666666667	0.8929806884383118	7	87204	0.261715	0.2638703832786698	866.3323772508328	0.8856493691463935	0	56.0
243	2018-08-30	38	42209	582	Self-Employed	Master	16	29658	48	Divorced	0	Rent	395	0.28477313213670946	3	1	0.1850249718928613	0	Education	0	36	1	794	524	116610	14222	3517.4166666666665	0.9119749910208136	7	102388	0.233658	0.2439535391069458	973.3988690683142	0.3890351922296138	0	54.0
244	2018-08-31	46	99222	450	Employed	Master	24	44563	120	Married	1	Own	281	0.3917764046951245	1	0	0.21913933000695934	0	Debt Consolidation	0	32	21	8172	1353	20670	6849	8268.5	0.6635489236069669	5	13821	0.374563	0.42009125837114086	1585.5685649625368	0.22574452016236765	0	51.0
245	2018-09-01	50	27279	634	Employed	Bachelor	29	14474	72	Single	0	Mortgage	590	0.1014320071614884	3	0	0.16913776471786585	0	Debt Consolidation	0	21	28	1524	5782	117515	46510	2273.25	0.646644684799492	1	71005	0.212474	0.20260362905453805	348.8810900902082	0.4130126867217456	0	46.0
246	2018-09-02	25	15000	603	Employed	Bachelor	4	33259	48	Single	2	Other	253	0.06317585111295435	1	1	0.12275454739495785	0	Other	1	19	9	2500	627	125998	47479	1250.0	0.5716952202493	3	78519	0.22675900000000002	0.20588636641355768	1022.5434681056087	1.0204347744844868	0	53.0
247	2018-09-03	35	75376	610	Employed	Bachelor	16	20920	36	Single	3	Mortgage	448	0.7454746291843386	4	0	0.5165433498225567	1	Debt Consolidation	0	22	8	1654	860	5522	12731	6281.333333333333	0.9102016146101432	4	4964	0.20092	0.1702407781881528	746.1057713721455	0.19010386935451265	0	70.0
248	2018-09-04	34	25096	602	Employed	High School	14	9999	96	Single	3	Mortgage	312	0.019379253449884067	1	0	0.4168513557997069	0	Education	1	28	24	4662	1263	146709	21671	2091.3333333333335	0.7724700101739357	1	125038	0.24399900000000002	0.20911813277846858	215.23157641023732	0.25210308084646343	0	56.0
249	2018-09-05	32	34817	606	Employed	Bachelor	8	36726	48	Married	0	Rent	570	0.2563830614063498	3	1	0.23447178135242805	0	Home	0	26	1	3099	669	46874	110774	2901.4166666666665	0.8930420436236163	9	2880	0.228726	0.25878223249436194	1235.7869424730782	0.62238111582494	0	54.0
250	2018-09-06	61	68306	583	Employed	Bachelor	39	25261	24	Married	2	Mortgage	441	0.037560896460593615	3	3	0.594253569743979	0	Other	0	25	3	2656	298	24326	20178	5692.166666666667	0.8090083989784659	8	4148	0.208761	0.21556277259925963	1304.965383611198	0.30673124766981485	0	60.0
251	2018-09-07	44	58991	587	Employed	Bachelor	23	14635	48	Divorced	0	Mortgage	248	0.1062924249308045	4	2	0.25203846104410416	0	Education	0	29	10	5121	838	45657	53110	4915.916666666667	0.7084653846179451	6	2967	0.21613500000000002	0.22018807130620385	461.24088978667646	0.14427439232154254	1	40.800000000000004
252	2018-09-08	24	92237	622	Employed	Bachelor	2	29532	96	Divorced	0	Mortgage	417	0.47556241759867846	4	2	0.35147741801211996	0	Auto	0	23	17	1961	1088	143116	99055	7686.416666666667	0.9236235112792539	7	44061	0.25353200000000004	0.27654560026952124	766.6109641952073	0.15398735399397734	0	51.0
253	2018-09-09	51	52241	628	Employed	Bachelor	26	25118	12	Widowed	0	Rent	1434	0.44769953252259737	4	2	0.0733975280864151	0	Auto	0	24	23	917	645	18952	37802	4353.416666666667	0.8439205716517408	7	4632	0.17611800000000002	0.17168387233905777	2292.8886510032726	0.8560836088903212	0	48.0
254	2018-09-10	65	66407	579	Employed	Bachelor	42	44037	48	Married	1	Rent	235	0.23640612884326861	3	1	0.3872177261964307	0	Home	0	24	19	2825	1628	43020	11353	5533.916666666667	0.8152557776548154	5	31667	0.249537	0.2761222384388477	1525.0285167015313	0.3180439140515062	0	54.0
255	2018-09-11	52	20071	565	Employed	High School	28	12684	36	Married	0	Rent	484	0.33456891335137484	3	2	0.17939667403727572	0	Education	0	33	7	6135	440	93068	38320	1672.5833333333333	0.8227522521140915	9	54748	0.215184	0.24783322952497197	502.8612117281425	0.59002214841003	0	51.0
256	2018-09-12	21	69356	589	Self-Employed	Master	0	18957	72	Widowed	1	Mortgage	530	0.3392535184817753	3	0	0.48348326891317467	0	Education	0	11	16	1945	769	9667	61996	5779.666666666667	0.9313762919629602	1	2166	0.239457	0.21752118569211568	473.5307313060402	0.17363124712602346	0	59.0
257	2018-09-13	34	31043	536	Employed	Bachelor	13	13424	96	Single	2	Mortgage	852	0.16485179784756793	1	0	0.4272706609557036	0	Debt Consolidation	0	25	19	2254	1243	52754	10360	2586.9166666666665	0.4602713584309764	1	42394	0.280424	0.2572740152972625	330.9964318295026	0.45729978358902273	0	56.0
258	2018-09-14	55	300000	509	Employed	Bachelor	32	18698	36	Married	3	Mortgage	1099	0.4277876848852618	2	0	0.08173405232153444	0	Other	1	26	5	8564	5654	239980	27790	25000.0	0.7676418028148881	7	212190	0.249198	0.2064501955013329	701.0451019582598	0.07200180407833039	1	42.400000000000006
259	2018-09-15	31	34233	599	Employed	Associate	5	26572	60	Widowed	0	Other	189	0.5801713272829614	6	1	0.39347591213333166	0	Auto	0	25	17	987	95	19661	15644	2852.75	0.7212052651584749	3	4017	0.232072	0.2292878455380897	747.9903767588675	0.3284516262409491	0	56.0
260	2018-09-16	45	81867	632	Employed	Master	20	35991	36	Married	0	Other	390	0.22439197179980117	1	0	0.291202109838133	0	Education	0	31	13	1014	1142	24707	4629	6822.25	0.9615760878406742	1	20078	0.204991	0.22310884943430967	1380.307790220469	0.2594903133453727	0	48.0
261	2018-09-17	49	79592	583	Self-Employed	Bachelor	25	17337	60	Married	3	Mortgage	290	0.16351403814640056	3	1	0.47058030912631005	1	Other	0	27	29	1256	1395	390370	36001	6632.666666666667	0.729069826894548	6	354369	0.23083700000000001	0.23239055419319268	491.1223136005481	0.11776896878086461	1	51.2
262	2018-09-18	28	45466	589	Unemployed	Bachelor	5	31671	84	Single	0	Mortgage	256	0.3881664452652395	2	0	0.5857337818709185	1	Auto	1	19	15	3160	709	295715	36072	3788.8333333333335	0.8435637563957952	3	259643	0.26217100000000004	0.25537716047945913	812.5654158283506	0.282030198168746	0	74.0
263	2018-09-19	39	75932	530	Employed	Doctorate	14	29901	12	Single	2	Mortgage	350	0.18252491098743673	1	2	0.18045870315508708	0	Debt Consolidation	0	17	20	4763	329	228464	157337	6327.666666666667	0.9664366433701547	6	71127	0.22990100000000002	0.23353922168725755	2818.0858506671966	0.5006720514145071	0	47.0
264	2018-09-20	18	160729	555	Employed	Master	0	22942	48	Widowed	2	Other	179	0.043709790205156196	3	0	0.28698562885165374	0	Other	0	18	1	4814	1667	58602	10820	13394.083333333334	0.9122160226640194	4	47782	0.240442	0.2640579814663558	778.7893623796523	0.0715083920671181	1	42.400000000000006
265	2018-09-21	27	29349	570	Employed	Bachelor	9	31897	96	Married	2	Mortgage	389	0.1479941767749165	5	2	0.07192809545567333	0	Other	0	29	4	11187	1186	56865	54858	2445.75	0.5459463775764613	2	2007	0.281897	0.3382764	966.1578162701563	0.5540868102913855	0	54.0
266	2018-09-22	36	15000	575	Employed	High School	16	16449	12	Married	1	Mortgage	195	0.272116971226163	4	0	0.07324996252215356	0	Other	0	26	29	587	1172	69490	143736	1250.0	0.6566031594823903	2	7278	0.193949	0.2156286869915251	1536.0755099871574	1.384860407989726	0	52.0
267	2018-09-23	25	22698	630	Employed	Doctorate	2	7604	36	Married	1	Mortgage	165	0.22165750655977826	5	2	0.30265163537909423	0	Education	0	22	8	3441	681	121192	18803	1891.5	0.7109753175819017	2	102389	0.177604	0.20386079330034224	284.08995013891774	0.2374252974564725	0	50.0
268	2018-09-24	59	117989	610	Employed	Doctorate	40	21413	48	Married	3	Own	642	0.29983180445914076	3	1	0.5411654235793019	0	Home	1	20	4	2737	303	65900	15765	9832.416666666666	0.6132940460147523	6	50135	0.211413	0.20127460136955794	653.0603922158974	0.1317133351972707	1	48.800000000000004
269	2018-09-25	22	28842	462	Employed	High School	1	23503	120	Single	2	Rent	255	0.4089824110262728	7	0	0.294992690597753	0	Auto	0	23	28	2048	1157	37410	12303	2403.5	0.6248431898887868	10	25107	0.347503	0.3342798432008018	679.8636346165658	0.3889592821371191	0	55.0
270	2018-09-26	34	197755	589	Employed	Associate	13	23464	24	Married	1	Rent	310	0.2097904179976681	6	0	0.3806598873841047	0	Debt Consolidation	0	27	26	1533	1145	15161	45400	16479.583333333332	0.76981833394127	7	7368	0.203964	0.20710070631401614	1202.3741023553075	0.09177259350339406	1	41.6
271	2018-09-27	41	80502	588	Employed	Bachelor	19	51696	36	Married	2	Own	430	0.23027104677772234	4	1	0.26090696040257827	0	Home	0	25	17	4479	253	25948	87065	6708.5	0.901259720924612	4	2473	0.242696	0.21056225695081573	1949.1429813126651	0.354646043275347	0	51.0
272	2018-09-28	57	26541	617	Employed	High School	35	28122	48	Single	0	Mortgage	410	0.11246105571667615	2	2	0.11881676126848413	0	Auto	0	16	26	3388	79	117767	50710	2211.75	0.8729774658903148	7	67057	0.21462200000000003	0.22774656171038762	897.8830168969167	0.5913340191689461	0	46.0
273	2018-09-29	22	19683	578	Employed	High School	0	16797	96	Married	1	Own	339	0.12604655001607076	3	0	0.07711459708089735	0	Home	1	20	21	1128	1296	17621	28738	1640.25	0.8766508953485161	8	10776	0.262797	0.2606824604320592	417.99943161577096	0.4615146664324164	0	57.0
274	2018-09-30	53	45788	635	Employed	Bachelor	29	31589	24	Married	3	Mortgage	86	0.22791286750952577	3	0	0.3195737935541793	0	Education	0	23	12	12430	3377	99320	75842	3815.6666666666665	0.5640035753445708	6	23478	0.189089	0.19067014247834072	1593.3865037471464	0.44012924881990384	0	52.0
275	2018-10-01	40	16070	562	Unemployed	Doctorate	18	27411	96	Married	1	Other	371	0.14983784565724856	3	0	0.27298987135270303	0	Debt Consolidation	0	17	2	1321	1003	108513	4811	1339.1666666666667	0.9508111297938352	9	103702	0.28141099999999997	0.29195305080306194	740.5761325663401	0.830050627927572	0	56.0
276	2018-10-02	28	42043	521	Employed	High School	6	28140	108	Married	0	Rent	470	0.2018527604178917	2	0	0.11703760167543054	0	Debt Consolidation	0	16	14	2373	6029	13431	47593	3503.5833333333335	0.8428359877314809	4	1357	0.31264000000000003	0.375168	912.6040172290127	0.39462569766068434	0	51.0
277	2018-10-03	45	90083	581	Employed	Master	25	27462	36	Single	4	Own	433	0.4521564849934903	1	1	0.3213442693713205	0	Education	0	23	23	1362	596	72026	43396	7506.916666666667	0.9165326806528411	3	28630	0.22196200000000002	0.19708868848658903	1016.5172026872266	0.19309088765079668	1	43.2
278	2018-10-04	42	28481	632	Unemployed	Master	17	12820	36	Married	0	Rent	412	0.09149502804324232	4	0	0.41457385362952104	0	Debt Consolidation	0	20	27	2701	3032	13578	6641	2373.4166666666665	0.8107380803105276	9	6937	0.18182	0.14810063097577122	443.2180125642318	0.36033201610795906	0	57.0
279	2018-10-05	32	16274	597	Employed	Master	11	15725	36	Widowed	1	Mortgage	503	0.28303818320970214	2	1	0.5140464303912863	0	Debt Consolidation	0	21	4	3453	1134	317610	19193	1356.1666666666667	0.5660694993145542	3	298417	0.202225	0.20275623987969899	586.6080734273089	0.8034470247712736	0	57.0
280	2018-10-06	40	25192	560	Employed	Associate	20	21634	36	Divorced	2	Mortgage	480	0.3718130643324897	4	1	0.31913512868924826	0	Auto	0	32	25	5336	2204	143091	57162	2099.3333333333335	0.8970956032452401	7	85929	0.22663399999999997	0.2217482834569137	828.1702131391835	0.6231360176909416	0	54.0
281	2018-10-07	35	78101	526	Employed	Associate	12	14215	36	Married	4	Other	345	0.16455136634150427	7	0	0.15623743141269403	0	Other	0	25	11	3210	212	28446	8541	6508.416666666667	0.5266906057329009	0	19905	0.236215	0.23807875310857327	556.262053626886	0.138476391384523	0	49.0
282	2018-10-08	41	73312	561	Employed	Associate	20	41720	24	Divorced	2	Mortgage	160	0.3848032298822951	5	1	0.38363203312368743	0	Auto	1	21	28	2477	1062	75346	19872	6109.333333333333	0.8700963245971415	2	55474	0.23621999999999999	0.21877253963961796	2161.82856418163	0.38004614210742527	0	58.0
283	2018-10-09	47	72434	613	Employed	Master	26	10034	72	Married	4	Own	839	0.21742247052753802	2	1	0.17894219791860003	0	Education	0	15	24	15952	207	36020	29176	6036.166666666667	0.4800244145954941	5	6844	0.21853399999999998	0.2097953300905161	246.07372130416945	0.17976205449995902	1	37.6
284	2018-10-10	59	160132	634	Employed	Bachelor	36	21320	24	Single	3	Mortgage	474	0.32947395963577925	2	1	0.1650596079336031	0	Home	0	26	19	1426	422	30016	80918	13344.333333333334	0.8315528824230202	10	6854	0.17932	0.18234091156873453	1066.7948724416806	0.11546435733832193	1	36.0
285	2018-10-11	25	15000	534	Employed	High School	3	19820	60	Single	3	Rent	497	0.2521240615512209	1	1	0.23820717154589605	0	Auto	0	32	20	2582	994	61743	14099	1250.0	0.7593092150133092	5	47644	0.25782	0.27203515323875116	607.62338270566	0.883698706164528	0	54.0
286	2018-10-12	65	49341	631	Employed	High School	38	33548	36	Married	0	Rent	487	0.4093688560680847	3	1	0.25668076769185305	0	Debt Consolidation	0	19	18	4896	923	81454	42926	4111.75	0.6523812042566864	3	38528	0.203048	0.1871963937889114	1224.9859443725545	0.4163643082319097	0	51.0
287	2018-10-13	18	47185	531	Unemployed	Associate	0	18490	48	Single	2	Rent	231	0.12842657105816468	0	1	0.0759736602958251	0	Home	1	32	23	26725	2057	28782	11470	3932.0833333333335	0.9094421592520529	3	17312	0.24799000000000002	0.21491103329211775	577.4510229372695	0.20560373583230335	0	59.0
288	2018-10-14	38	107659	607	Employed	Doctorate	14	19552	96	Single	1	Rent	399	0.05231186294268093	5	0	0.389597131520311	0	Education	0	27	25	718	3367	159378	12852	8971.583333333334	0.805885933132401	5	146526	0.251052	0.2646463692156646	491.77011400787785	0.09928794961958158	1	36.0
289	2018-10-15	47	179664	589	Employed	Bachelor	28	21380	24	Single	0	Mortgage	542	0.5807796947546544	2	1	0.3863901664766297	0	Education	0	17	24	20058	1045	50021	51416	8772.416666666666	0.615821421318829	2	10869	0.20188	0.20208937032852076	1090.3357494054117	0.1860759482170909	1	42.400000000000006
290	2018-10-16	43	81136	575	Employed	Bachelor	22	15763	48	Widowed	0	Rent	395	0.3111495824061551	4	1	0.309090165557094	0	Other	0	19	22	4825	1917	99623	149347	6761.333333333333	0.7275224532811466	9	7161	0.22326300000000002	0.19933480353210678	479.1153177181407	0.12928150035271258	1	42.400000000000006
291	2018-10-17	32	86245	445	Employed	High School	12	17018	48	Single	4	Mortgage	581	0.2073829611612442	6	0	0.1973897536046715	0	Auto	0	23	23	2432	722	22024	25797	7187.083333333333	0.5837947833040332	6	4917	0.289518	0.2876266033449668	600.563879460074	0.1644010267670113	1	39.2
292	2018-10-18	37	98074	620	Employed	Master	16	16112	60	Married	3	Own	495	0.4833771184525332	1	0	0.40672975212550827	0	Other	0	22	6	6384	1472	33453	43942	8172.833333333333	0.7927681781458709	6	3853	0.21111200000000002	0.2221234465002956	446.9433286927376	0.11525297167763986	1	44.0
293	2018-10-19	34	23559	598	Employed	Bachelor	11	52609	96	Married	1	Mortgage	425	0.6713885803560015	2	1	0.4569987319555839	0	Debt Consolidation	0	28	15	924	1543	23710	8274	1963.25	0.9059991334785186	8	15436	0.288609	0.27362605329392264	1355.197823419842	0.9067606384412795	0	60.0
294	2018-10-20	32	39808	619	Employed	Master	7	18027	60	Married	3	Rent	365	0.07435171010972805	2	1	0.24513039951046112	0	Auto	0	29	20	6266	1722	40123	10880	3317.3333333333335	0.6424503204515528	4	29243	0.21352700000000002	0.17082160000000002	448.8141479313021	0.2453217889664295	1	39.2
295	2018-10-21	50	18856	580	Employed	Associate	27	16282	36	Married	0	Own	355	0.08763666786699212	3	1	0.1910627607510301	0	Home	0	26	10	8849	4164	71576	29120	1571.3333333333333	0.7505187272516017	6	42456	0.211282	0.21690036963459355	619.2091246978977	0.6199888362523744	0	51.0
296	2018-10-22	44	101388	642	Employed	Bachelor	22	22076	48	Divorced	0	Mortgage	209	0.24435252818093123	0	0	0.4831825959111023	0	Debt Consolidation	0	26	9	10960	874	71923	9400	8449.0	0.8830772887414433	6	62523	0.196076	0.2025301557741236	674.7602353646688	0.10459938872821266	1	40.800000000000004
297	2018-10-23	31	80085	530	Employed	Associate	10	21534	48	Single	1	Mortgage	790	0.3122831552282539	3	1	0.3957181328655004	0	Auto	0	27	26	899	912	96053	35862	6673.75	0.7492671371329772	7	60191	0.251534	0.22975405056763962	689.9062452617519	0.22175032706675435	1	40.800000000000004
298	2018-10-24	50	22787	627	Employed	High School	25	20061	60	Married	0	Own	328	0.3564726380008286	3	1	0.21788010974941502	0	Home	0	24	27	3563	2273	109630	150658	1898.9166666666667	0.7993845346113443	8	2918	0.211561	0.1874472358052462	517.5796301991437	0.44529580736339686	0	51.0
299	2018-10-25	43	30579	571	Employed	High School	16	53420	120	Married	0	Rent	533	0.2083471981414053	0	1	0.583125688062165	0	Auto	0	32	16	2158	380	19003	7544	2548.25	0.5655496263426415	3	11459	0.32292	0.33147026824461506	1533.908182542251	0.8111088717913277	0	59.0
300	2018-10-26	49	15004	583	Employed	High School	26	44032	84	Married	0	Mortgage	675	0.28095401084854205	5	1	0.1992477321663434	0	Debt Consolidation	0	28	24	1308	1581	28871	55539	1250.3333333333333	0.9844500284381046	5	2329	0.277532	0.29412590164990304	1241.6603002788877	1.5329194616999902	0	52.0
301	2018-10-27	47	49936	492	Self-Employed	Associate	23	30787	120	Single	2	Own	480	0.2465522263623492	2	0	0.24052653877403782	0	Education	0	29	15	20264	338	1138334	21651	4161.333333333333	0.6859300586824214	3	1116683	0.339787	0.36651668020357303	966.4657083644154	0.34759669377549235	1	38.400000000000006
302	2018-10-28	30	26960	603	Employed	Bachelor	7	12517	36	Married	5	Other	454	0.16565943416357395	3	1	0.39960981670223245	0	Education	0	26	10	14928	3283	82498	34140	2246.6666666666665	0.8055587781089373	6	48358	0.196017	0.19949267100092508	464.85307451554974	0.4089850480039539	0	52.0
303	2018-10-29	33	18391	552	Employed	High School	9	9769	96	Single	4	Mortgage	423	0.11864740286360122	2	1	0.3182220476329784	0	Home	0	28	19	1101	2000	33399	1830	1532.5833333333333	0.780627477913446	5	31569	0.268769	0.26503536646737436	245.9651112984855	0.4364950973618523	0	55.0
304	2018-10-30	48	51404	563	Employed	Associate	28	9446	12	Divorced	2	Other	191	0.060826191123404205	7	3	0.24150561114971744	0	Education	0	31	2	4899	2393	77301	40986	4283.666666666667	0.9530021852929875	3	36315	0.192946	0.1945156426835987	872.5480580754057	0.24827983613930563	0	55.0
305	2018-10-31	47	175236	482	Employed	Associate	25	27512	48	Married	1	Mortgage	461	0.27860048155457623	5	2	0.603567558031183	0	Education	0	20	26	14151	262	270652	70745	14603.0	0.8304308215142179	6	199907	0.281512	0.2651453234784152	935.6123168883954	0.09563872607603886	1	41.6
306	2018-11-01	39	101044	615	Employed	Bachelor	16	15696	36	Divorced	1	Mortgage	247	0.12947039566448285	2	1	0.3055002033203792	0	Home	0	25	6	5732	943	86766	29039	8420.333333333334	0.76500506681918	4	57727	0.193196	0.1612462201632843	552.7909914425443	0.09498329339011254	1	39.2
307	2018-11-02	41	40358	619	Employed	High School	16	10669	60	Divorced	4	Rent	367	0.03150615919244974	2	1	0.4605800971978807	0	Auto	0	28	8	2366	529	66332	6591	3363.1666666666665	0.7168671103488802	9	59741	0.20616900000000005	0.22498669532853657	297.69907729913893	0.19764083769239477	0	52.0
308	2018-11-03	55	63122	656	Self-Employed	Bachelor	34	18914	24	Widowed	3	Rent	373	0.19569086627892351	2	1	0.20193886418087492	0	Education	0	24	6	975	893	49916	6340	5260.166666666667	0.8171702501959379	4	43576	0.16591399999999998	0.1637621589054007	929.4918424167099	0.24761417745002565	0	50.0
309	2018-11-04	32	140216	617	Employed	Associate	14	13335	48	Married	0	Other	411	0.1487520299112135	2	2	0.4327197038522816	0	Home	0	27	13	6819	1304	43330	115451	11684.666666666666	0.8505544560832755	4	9989	0.199835	0.21849437258944787	419.0443060349393	0.0710370547756267	1	40.0
310	2018-11-05	46	120353	511	Employed	High School	24	24013	72	Divorced	3	Mortgage	624	0.18240989034670163	2	1	0.025377308014483207	0	Debt Consolidation	0	20	9	1280	957	22872	42977	10029.416666666666	0.6048642071422698	4	3694	0.283513	0.2885207972970849	704.7348598037065	0.1324837629111404	0	48.0
311	2018-11-06	37	41312	545	Self-Employed	Bachelor	12	36289	36	Married	1	Mortgage	850	0.4654173336470175	4	2	0.41432956451938363	0	Education	0	20	7	3994	520	84698	14701	3442.6666666666665	0.5897107246137684	4	69997	0.248789	0.26602694475791816	1473.7820835242499	0.674994795756463	0	60.0
312	2018-11-07	37	57679	403	Employed	High School	18	18371	72	Single	3	Rent	1535	0.30553669308251663	3	2	0.4922112349789661	0	Auto	0	27	11	2748	515	39359	11556	4806.583333333333	0.8660120355369358	6	27803	0.33187099999999997	0.3420474117281415	603.405047400608	0.4448908713536521	0	56.0
313	2018-11-08	53	35808	611	Employed	Master	33	53571	24	Married	1	Rent	268	0.31516043208643246	1	1	0.29750265575791107	0	Other	0	29	29	1099	790	100845	38596	2984.0	0.8450958034164026	0	62249	0.223071	0.24104493678374267	2835.1522454662763	1.0399303771669828	0	48.0
314	2018-11-09	49	61971	494	Self-Employed	Master	26	24754	108	Married	0	Rent	879	0.5205736940555182	2	3	0.23291923373678466	0	Home	0	23	12	965	359	103736	3795	5164.25	0.8140619277645225	9	99941	0.322754	0.2867088269926141	641.5218098052745	0.2944322621494456	0	54.0
315	2018-11-10	49	76040	600	Employed	Bachelor	27	37175	72	Single	2	Own	268	0.6045839856714935	3	1	0.4111055041466662	0	Education	0	17	18	3744	106	128333	103786	6336.666666666667	0.8650561960474373	2	24547	0.252175	0.20174	894.1997473627306	0.1834086923770748	1	44.0
316	2018-11-11	55	89794	582	Employed	Associate	31	32141	60	Divorced	0	Rent	459	0.18118161739247224	1	1	0.42461632042681974	0	Auto	0	25	20	432	1944	281669	26067	7482.833333333333	0.9502525455997769	6	255602	0.246141	0.2680484681404781	977.690458870264	0.1919981903740024	1	38.400000000000006
317	2018-11-12	40	36971	611	Employed	Bachelor	20	29198	48	Married	4	Own	293	0.030118087306781453	3	1	0.06849157733599903	0	Debt Consolidation	0	31	28	2250	666	11131	7166	3080.9166666666665	0.8085261376735262	4	3965	0.218698	0.23360017470224703	941.60752134255	0.40072733375106434	0	47.0
318	2018-11-13	48	92250	498	Employed	Bachelor	26	36697	96	Single	3	Mortgage	546	0.3765253479893118	3	0	0.1278057306262553	0	Home	0	25	28	2542	2870	57738	14788	7687.5	0.8044560760496776	6	42950	0.322697	0.3054240893312905	1025.8942200777205	0.20447404488815876	0	49.0
319	2018-11-14	36	51610	476	Employed	Associate	11	19238	96	Single	0	Mortgage	193	0.27810153833839246	3	3	0.25436202951105513	0	Auto	0	23	22	1200	6702	198224	44503	4300.833333333333	0.8541451260264084	5	153721	0.316238	0.3652429852849591	620.430300268252	0.1891331835539435	0	48.0
320	2018-11-15	43	37703	467	Employed	High School	23	8927	120	Married	0	Mortgage	287	0.28800226055059486	5	0	0.12428072183929802	0	Auto	0	27	25	3812	1290	466949	11555	3141.9166666666665	0.9778578543845239	4	455394	0.330427	0.36111139752044963	276.5175786421756	0.1793547182904837	0	45.0
321	2018-11-16	38	141114	544	Employed	High School	13	25539	48	Married	2	Mortgage	297	0.12430135338505609	3	0	0.12392236282320752	0	Other	0	20	4	5958	8004	32142	4438	11759.5	0.6128015682663289	2	27704	0.248539	0.2310216506435777	819.9927339100783	0.09498641387049434	1	40.0
322	2018-11-17	41	34960	545	Employed	High School	21	36928	48	Married	4	Other	721	0.03539226489935018	0	1	0.2740584170935937	0	Debt Consolidation	0	18	1	23215	289	39792	38466	2913.3333333333335	0.9400174162669167	9	1326	0.259428	0.282012851234498	1291.2768322541663	0.6907128714831234	0	56.0
323	2018-11-18	47	28900	599	Employed	Bachelor	23	17636	60	Married	3	Own	603	0.15246187637291894	2	0	0.25134009093545395	1	Debt Consolidation	0	18	18	2950	1809	64485	5287	2408.3333333333335	0.6477594160907534	7	59198	0.223136	0.1880076317834798	455.5563381949819	0.43953896395639386	0	63.0
324	2018-11-19	30	27888	530	Unemployed	Master	8	25677	48	Single	2	Rent	777	0.09074588108191099	4	1	0.39991739854390895	0	Home	0	19	21	3254	115	61835	14281	2324.0	0.6497593377447294	6	47554	0.255677	0.2556484744845046	859.484834618139	0.7041673126584074	0	58.0
325	2018-11-20	65	75116	610	Employed	Associate	45	6549	108	Married	3	Own	267	0.471235475530895	3	2	0.11488004755016677	1	Auto	0	25	10	2150	914	20489	58924	6259.666666666667	0.8390281535828148	7	1381	0.246549	0.22248890705799404	140.78218574153144	0.06514439305738294	0	60.0
326	2018-11-21	27	19399	546	Employed	High School	5	32442	48	Single	3	Own	133	0.4219135727670613	1	1	0.21076633244891807	0	Debt Consolidation	0	28	13	1713	7180	44361	44451	1616.5833333333333	0.9469572999286	4	2484	0.254442	0.21254944842233078	1009.0430294606463	0.7064547839335923	0	55.0
327	2018-11-22	25	62204	380	Employed	High School	1	14467	120	Married	1	Rent	243	0.2543968335126259	0	3	0.5803476360700166	0	Debt Consolidation	0	21	24	2205	432	203821	14663	5183.666666666667	0.6993252214931645	9	189158	0.379467	0.4190290679020737	513.5265510648755	0.14594428996171477	0	54.0
328	2018-11-23	53	28908	589	Employed	Associate	31	8569	36	Married	3	Rent	434	0.13812942354419575	4	0	0.19353654150569555	0	Home	0	22	26	8040	2065	68774	227607	2409.0	0.825821286523102	13	2610	0.199069	0.18259652840823926	310.90717166362856	0.309218419121473	0	51.0
329	2018-11-24	49	46181	585	Self-Employed	High School	24	32753	72	Single	4	Own	374	0.5519372322275713	4	2	0.5366026434971638	0	Auto	0	17	26	2437	643	209751	90750	3848.4166666666665	0.843947254017618	3	119001	0.255253	0.2731377801694712	929.3381649288306	0.3386686728123247	0	59.0
330	2018-11-25	47	190649	599	Self-Employed	Associate	22	19937	48	Widowed	1	Own	685	0.32746765272679224	2	1	0.2078271833118056	0	Auto	0	24	14	12872	3287	19491	6239	15887.416666666666	0.8947954723218657	5	13252	0.21543700000000002	0.2585244	670.5678626297537	0.08532336572212308	1	42.400000000000006
331	2018-11-26	47	25914	438	Unemployed	High School	27	25725	24	Married	0	Other	305	0.7258218111091438	1	2	0.2868648102361215	0	Home	1	20	17	3581	700	49934	46267	2159.5	0.763478245796253	8	3667	0.281725	0.2897379707815786	1424.8034374077724	0.8010203461022332	0	65.0
332	2018-11-27	39	15778	549	Employed	Bachelor	19	27129	36	Single	5	Other	790	0.5599293004770171	3	0	0.5676033446892902	0	Home	1	18	20	584	328	47152	155919	1314.8333333333333	0.7015027538031233	4	7394	0.237629	0.2538292607833519	1084.1462079762125	1.42538689920868	0	67.0
333	2018-11-28	29	103112	610	Employed	Bachelor	9	36161	60	Single	1	Other	466	0.2991618618280864	2	1	0.4478301649563306	0	Auto	0	28	11	4669	289	31789	20308	8592.666666666666	0.9154614692350325	4	11481	0.236161	0.23615512345428702	1032.2240069066238	0.17436077355574023	0	52.0
334	2018-11-29	40	25013	563	Employed	Master	19	29653	36	Married	2	Mortgage	136	0.5360289479099881	5	2	0.7575036133519772	0	Education	0	23	22	4186	303	65301	28925	2084.4166666666665	0.7530068087765387	6	36376	0.23315299999999997	0.25359714105352865	1184.6468764503268	0.6335810385561077	0	61.0
335	2018-11-30	31	26923	510	Employed	Bachelor	6	17955	36	Married	2	Other	1307	0.4992153160732514	0	0	0.09614183673703812	0	Education	0	26	12	6987	3033	73115	26009	2243.5833333333335	0.8949240588934506	6	47106	0.247955	0.23526859799199032	699.9731274367036	0.8945391497693587	0	53.0
336	2018-12-01	51	74246	583	Employed	High School	27	26795	48	Married	1	Rent	349	0.1566336915348754	3	1	0.3097615786511166	0	Debt Consolidation	0	28	12	5625	494	111694	7718	6187.166666666667	0.8859031712800359	4	103976	0.230295	0.2659444036420076	912.4393446261056	0.20387996842271996	0	49.0
337	2018-12-02	38	87561	591	Employed	Bachelor	17	34138	72	Divorced	2	Mortgage	410	0.464392078082361	3	1	0.8066258367442091	0	Home	0	22	6	292	120	42766	9396	7296.75	0.741563829008982	3	33370	0.25363800000000003	0.2615037031229467	943.825064606322	0.18553809087694137	0	60.0
338	2018-12-03	30	15000	498	Employed	High School	8	5936	60	Divorced	2	Rent	298	0.16113208214855748	1	1	0.24441170471024742	0	Home	1	24	13	1815	3157	175586	12525	1250.0	0.8020698218485134	4	163061	0.261936	0.2500394323387941	174.24317853876923	0.3777945428310154	0	55.0
339	2018-12-04	36	64483	525	Employed	Bachelor	11	17279	36	Single	1	Mortgage	177	0.2826089628814327	5	0	0.2594427207041143	0	Home	0	14	16	8642	5221	203499	44720	3053.1666666666665	0.931596054296717	8	158779	0.239779	0.27531955967263855	710.3593309879478	0.2906357326233794	0	48.0
340	2018-12-05	44	66790	596	Employed	High School	18	15671	72	Single	0	Rent	558	0.14015659486116164	1	2	0.39942846397775433	1	Debt Consolidation	0	23	20	4065	1779	90708	66997	5565.833333333333	0.7480088531825277	2	23711	0.232671	0.2101507499706733	384.642207490596	0.16936227713560642	0	65.0
341	2018-12-06	33	139115	548	Employed	High School	10	10610	36	Divorced	3	Rent	319	0.20536857546104792	4	2	0.36980362667866096	0	Debt Consolidation	0	21	26	1950	1302	153480	15383	11592.916666666666	0.673022980916365	7	138097	0.22161	0.2287176634610652	410.0013551882122	0.06288334300584801	1	38.400000000000006
342	2018-12-07	30	23058	618	Employed	Associate	12	63485	60	Divorced	1	Other	432	0.4833572143293619	4	2	0.34243691790361674	0	Debt Consolidation	0	30	11	10250	1380	25986	24121	1921.5	0.7890008706384621	6	1865	0.259485	0.229956213672937	1789.5123518689932	1.1561344532235198	0	54.0
343	2018-12-08	42	67760	542	Employed	High School	19	48408	120	Single	0	Mortgage	413	0.20430365236852455	2	2	0.5163986726593724	0	Debt Consolidation	0	26	4	38858	1080	112182	21085	5646.666666666667	0.9254825650707829	5	91097	0.33240800000000004	0.317614009473874	1339.5339510619933	0.3103661070357721	0	59.0
344	2018-12-09	42	31104	476	Employed	Associate	18	13149	48	Married	0	Mortgage	655	0.34265331635119156	5	1	0.5042907440949208	0	Home	0	22	19	15006	1172	36128	5869	2592.0	0.5158906471792029	2	30259	0.270149	0.29366080939943917	468.60716314395256	0.43349041787961134	0	59.0
345	2018-12-10	33	82323	526	Employed	Associate	10	8350	36	Single	5	Mortgage	408	0.15321113074487885	5	1	0.26049179868930783	0	Auto	0	22	26	9421	1334	289047	23465	6860.25	0.8790998440405231	9	265582	0.23035	0.23130444072141135	323.79414788932576	0.10667164431169794	1	35.2
346	2018-12-11	34	27943	530	Employed	Bachelor	10	13164	60	Divorced	0	Rent	479	0.09927206366661245	5	1	0.2061220889664225	1	Auto	0	18	2	3527	110	132827	25983	2328.5833333333335	0.9783358900207266	5	106844	0.253164	0.2972135604450355	423.649800714784	0.3876390369172032	0	65.0
347	2018-12-12	42	37699	487	Employed	Associate	19	29471	96	Married	2	Mortgage	355	0.2509628446616912	2	0	0.03965216257976542	0	Education	0	22	21	2367	538	67092	11274	3141.5833333333335	0.8551896533962532	5	55818	0.320971	0.2986768928890899	809.9927468724634	0.37082980881374994	0	49.0
348	2018-12-13	22	55160	566	Employed	Associate	2	19802	60	Married	2	Rent	809	0.3975158657254108	3	3	0.12300951063363992	0	Debt Consolidation	0	24	20	2491	2251	18277	10779	4596.666666666667	0.9219802533794187	4	7498	0.24180199999999996	0.21266097235220638	538.6789784805065	0.2931861447020681	0	50.0
349	2018-12-14	23	81109	465	Employed	Bachelor	2	46928	24	Divorced	2	Own	352	0.36722210984658693	4	0	0.13246520916103283	0	Home	0	28	28	3308	1571	183773	4190	6759.083333333333	0.9366221478241973	5	179583	0.289428	0.27840434466071806	2571.9932671165943	0.43260204422935966	0	45.0
350	2018-12-15	31	65622	431	Employed	High School	9	35136	48	Married	0	Mortgage	342	0.12623399951628142	6	1	0.4292483092526335	0	Other	0	22	21	8234	138	14679	53780	5468.5	0.7812509144882609	4	6038	0.31463599999999997	0.360098550719662	1390.8154345005612	0.31687216503621857	0	55.0
351	2018-12-16	37	86286	589	Employed	Master	12	9686	24	Single	0	Mortgage	687	0.03601321516718918	2	1	0.12365729398942255	0	Debt Consolidation	0	23	18	3645	571	357294	67529	4153.0	0.6103979368477833	6	289765	0.190186	0.2282232	506.433812297145	0.28736667765401996	1	33.6
352	2018-12-17	43	46001	476	Employed	Master	22	55889	36	Married	1	Own	239	0.16588927748765875	7	2	0.1183994111699756	0	Home	0	26	12	5012	437	18356	75930	3833.4166666666665	0.7103613067430398	1	8639	0.30288899999999996	0.3121335512360145	2409.8710063620197	0.6909948061203939	0	50.0
353	2018-12-18	57	192941	663	Employed	Doctorate	34	8954	48	Married	2	Rent	430	0.43649075209873495	3	1	0.10833032513467095	1	Home	0	16	24	4152	257	68953	19450	16078.416666666666	0.9395980320389159	4	49503	0.172454	0.154734282454925	251.35061305220916	0.0423767232295184	1	44.0
354	2018-12-19	50	62852	609	Employed	Associate	27	51450	48	Married	2	Mortgage	390	0.39787703194583834	6	0	0.2564993713855187	0	Home	0	24	27	7822	571	71768	23421	5237.666666666667	0.9016556136899071	4	48347	0.24195	0.2380399660757087	1671.794313780675	0.39364748560695123	0	49.0
355	2018-12-20	38	35591	559	Employed	Associate	12	10270	12	Single	3	Mortgage	533	0.20996442734346038	5	4	0.5346589129469114	0	Auto	0	29	9	935	921	54814	56231	2965.9166666666665	0.6830030382162389	2	4165	0.19577	0.20826727759196217	955.4246116903128	0.5018430316732813	0	60.0
356	2018-12-21	39	74123	465	Employed	Bachelor	17	11531	60	Married	3	Own	185	0.17512821938753273	3	1	0.3750518732177731	0	Debt Consolidation	0	26	17	2204	73	19372	23124	6176.916666666667	0.7593639056682054	4	4401	0.284031	0.29440457559908645	369.1136656403262	0.08970716225306469	1	42.400000000000006
357	2018-12-22	27	59387	544	Employed	High School	8	18400	72	Married	1	Mortgage	720	0.19812119637717462	5	0	0.4068078297756348	0	Home	0	20	20	5790	545	32190	4819	4948.916666666667	0.6299150831680809	6	27371	0.26139999999999997	0.2723374200115144	521.1591506543672	0.25079410995423923	0	55.0
358	2018-12-23	39	19530	533	Employed	High School	15	16936	60	Married	2	Own	643	0.2674216278217097	2	0	0.11149905270570874	0	Home	0	20	14	7280	1233	90564	11153	1627.5	0.8410639607230453	7	79411	0.255436	0.24716570155912776	494.2837883187508	0.6987918822235027	0	50.0
359	2018-12-24	36	64412	584	Employed	Associate	9	20574	48	Divorced	0	Mortgage	459	0.2538646457809892	2	1	0.12485386583740248	0	Home	0	29	25	3468	381	25288	179431	5367.666666666667	0.9212329577104845	6	3469	0.22357400000000002	0.221677080646925	650.0807132882481	0.20662250138885577	0	50.0
360	2018-12-25	43	25619	511	Employed	Bachelor	19	13628	72	Divorced	0	Rent	435	0.2869695579111579	4	1	0.21124719065112055	0	Auto	0	21	13	2991	948	39674	14261	2134.9166666666665	0.9054658380659468	6	25413	0.27312800000000004	0.24826555948103424	365.65077367925306	0.3750267100258026	0	54.0
361	2018-12-26	30	22019	545	Self-Employed	High School	9	10094	48	Single	2	Own	175	0.15937870559659334	2	2	0.10071343470625602	0	Other	0	20	24	2444	5271	27005	5841	1834.9166666666667	0.8374394539809356	5	21164	0.232594	0.2346545226828594	326.1070992642812	0.2730952900300365	0	54.0
362	2018-12-27	46	34332	598	Employed	Bachelor	26	34356	48	Married	2	Own	617	0.017185130338463923	6	0	0.3425910027002873	1	Auto	0	20	19	1411	3152	97165	17006	2861.0	0.6796881291044035	2	80159	0.230356	0.19122563398831943	1029.471763618201	0.5754882081853202	0	64.0
363	2018-12-28	58	46693	650	Employed	High School	37	30185	84	Married	3	Mortgage	288	0.3170289655214109	3	0	0.0549110339363225	1	Auto	0	16	28	27102	1073	1447011	28452	3891.0833333333335	0.8480769967131372	6	1418559	0.230185	0.2137236304920302	695.458229666492	0.25274663774008743	1	39.2
364	2018-12-29	38	34274	577	Employed	Bachelor	11	13000	36	Single	0	Rent	265	0.24072152035460115	4	0	0.49601210776646815	0	Education	0	27	25	3974	1019	34668	14445	2856.1666666666665	0.8324218178662227	3	20223	0.20950000000000002	0.17194356625776674	464.743899707742	0.2554976599315196	1	45.6
365	2018-12-30	44	37382	577	Employed	Associate	22	61563	12	Married	4	Mortgage	280	0.1610797031766364	0	1	0.3700102469664103	0	Home	0	18	2	1661	478	277777	9042	3115.1666666666665	0.828365637260876	3	268735	0.23806300000000002	0.19830156861699982	5697.8550291957035	1.9189519113570286	0	52.0
366	2018-12-31	48	15248	515	Employed	High School	27	19403	36	Married	0	Mortgage	212	0.16344209286210773	3	1	0.45510290825023214	0	Home	0	23	29	3845	292	30509	40003	1270.6666666666667	0.8873806744355331	4	5376	0.246903	0.20516136573504834	726.1978379193016	0.7383508692964073	0	57.0
367	2019-01-01	35	39345	601	Employed	High School	13	17206	24	Married	0	Own	357	0.4482045991103393	4	1	0.02409096710521114	0	Education	0	26	2	16757	2328	63640	44716	3278.75	0.6296224078829487	5	18924	0.191706	0.1902694520001267	867.5559343587488	0.3734825571814712	0	53.0
368	2019-01-02	42	20078	611	Self-Employed	High School	20	23166	60	Married	1	Mortgage	282	0.4415547373559722	3	0	0.160886868383215	0	Auto	0	18	26	4448	2127	58499	10295	1673.1666666666667	0.832166490837298	4	48204	0.22266599999999998	0.25650096964458396	688.810238860567	0.580223272553382	0	53.0
369	2019-01-03	40	162439	606	Employed	High School	14	21107	60	Divorced	1	Mortgage	639	0.08137302066533188	2	1	0.5457122744128271	0	Home	0	22	4	892	975	57327	25861	13536.583333333334	0.9143607000170331	13	31466	0.223107	0.2577050827850497	629.0890131026287	0.09367866188065392	1	44.0
370	2019-01-04	41	41973	650	Employed	Associate	21	21299	84	Divorced	0	Rent	490	0.4266391657125456	0	0	0.5311142250124683	0	Auto	0	34	15	6975	1209	102275	124307	3497.75	0.8396890313998059	6	7651	0.22129900000000002	0.2046429439606382	478.94225942906434	0.27701872901981683	0	54.0
371	2019-01-05	30	52828	652	Employed	Doctorate	5	26629	12	Single	0	Own	268	0.3075757829788659	4	0	0.11274731018171738	0	Auto	0	25	19	1393	748	188775	35689	4402.333333333333	0.6538592983472737	7	153086	0.16562900000000003	0.18844213274749916	2452.0580816921533	0.6178673616321997	0	40.0
372	2019-01-06	40	78355	640	Employed	Bachelor	17	12575	120	Married	1	Own	454	0.043663989340814474	4	0	0.3476615780437784	0	Other	0	29	20	9154	1165	582738	51952	6529.583333333333	0.7563211874235295	5	530786	0.24757500000000002	0.2379037108374484	275.4188227252646	0.11170985735056059	1	33.6
373	2019-01-07	45	126823	460	Employed	Master	20	21640	60	Married	3	Rent	429	0.16402905618943378	1	0	0.05095318045260114	1	Education	1	18	4	12681	2976	15657	7751	10568.583333333334	0.834052716884275	7	7906	0.29664	0.32480390250328384	733.4517144318323	0.10999125216389763	0	68.0
374	2019-01-08	57	34903	535	Employed	Doctorate	31	54146	48	Single	1	Mortgage	295	0.5391047586218397	6	1	0.34377528754425857	0	Education	0	21	26	6496	603	116848	43380	2908.5833333333335	0.9424393243027046	6	73468	0.281646	0.27727168028356336	1878.660901985221	0.7473263279323454	0	54.0
375	2019-01-09	51	87835	632	Employed	Bachelor	28	16563	48	Married	2	Mortgage	310	0.1637724168989604	3	0	0.4580893721686578	0	Home	0	25	27	1365	436	32947	12571	7319.583333333333	0.8410664334116844	4	20376	0.19556300000000001	0.21715103774937403	519.2767599126882	0.11329562382822633	1	40.800000000000004
376	2019-01-10	65	94430	591	Employed	High School	43	17300	48	Single	1	Own	329	0.2967504358852464	3	1	0.3196122334812001	0	Auto	0	25	27	1469	204	12007	30138	7869.166666666667	0.9778781847047775	9	10299	0.21680000000000002	0.2266727945469291	551.3415556449185	0.11187227224122653	1	42.400000000000006
377	2019-01-11	30	58410	618	Employed	Master	7	33096	108	Married	3	Other	187	0.4617702872808376	3	1	0.3675819303355213	0	Home	0	22	15	2358	210	59893	12503	4867.5	0.6695507404201111	0	47390	0.269096	0.2651800541576536	807.5692460089549	0.20432855593404312	0	52.0
378	2019-01-12	50	59113	615	Employed	Bachelor	28	15411	24	Married	1	Own	1408	0.3875904287906687	4	1	0.044416009211435466	0	Other	1	26	1	3532	1047	80555	2437	4926.083333333333	0.9051914719070794	6	78118	0.182911	0.1975402842911906	782.5046463332419	0.44467470363539163	0	55.0
379	2019-01-13	42	45271	568	Employed	Doctorate	23	20946	24	Married	2	Mortgage	384	0.5671538603144004	4	2	0.3382244289751114	0	Education	0	26	4	7825	1417	35166	35863	3772.5833333333335	0.7504025203961093	3	3434	0.21194599999999997	0.208865939886948	1075.1574590704965	0.38677938434861076	0	59.0
380	2019-01-14	66	47088	475	Employed	Bachelor	40	22865	12	Divorced	0	Rent	489	0.3339444845995768	1	0	0.3241205814823818	0	Home	0	21	11	7611	1079	152278	56712	3924.0	0.8518192100262006	5	95566	0.250365	0.271500595097312	2197.112352655993	0.6845342386992846	0	53.0
381	2019-01-15	30	39186	544	Employed	Bachelor	7	15937	36	Single	3	Rent	495	0.06039400810447268	3	1	0.4240743174997644	0	Auto	1	27	11	4190	4018	152259	10213	3265.5	0.9562332380146789	5	142046	0.228937	0.25191752982732774	635.2697275477475	0.3461245529161683	0	58.0
382	2019-01-16	29	35052	506	Employed	Master	9	14359	84	Widowed	0	Own	516	0.41567217336349105	1	3	0.24627117830251594	0	Home	0	27	13	3494	171	178279	1516	2921.0	0.8943837450192434	3	176763	0.28635900000000003	0.3093838507483284	419.6663191804123	0.3203239709621405	0	50.0
383	2019-01-17	32	77345	589	Unemployed	Bachelor	14	29198	60	Single	1	Rent	1014	0.08079266607644087	1	4	0.13791390541339138	0	Education	0	27	21	1197	1034	62263	14168	6445.416666666667	0.8941203004660765	6	48095	0.23969800000000002	0.23580178342508995	832.8671916761418	0.2865396121289508	0	52.0
384	2019-01-18	18	23423	570	Employed	Bachelor	0	52430	12	Married	4	Rent	215	0.8045085039124451	3	1	0.29999161905965743	0	Other	0	19	21	5012	4126	222980	23859	1951.9166666666667	0.8869481242898342	4	199121	0.23243000000000003	0.22861269833954495	4928.911885794866	2.6353132660008707	0	53.0
385	2019-01-19	33	74922	576	Employed	Associate	9	15354	48	Married	3	Rent	672	0.33433307420453673	1	1	0.14674682037108427	0	Auto	0	25	20	1334	1002	38478	24807	6243.5	0.8037174727051324	5	13671	0.22235400000000002	0.20807531254161227	473.8592398841773	0.18352834786324618	1	40.0
386	2019-01-20	30	119257	521	Employed	Master	9	49386	60	Single	1	Mortgage	425	0.397727050146264	4	1	0.4421428416353963	0	Debt Consolidation	0	22	14	1524	4180	160193	176809	9938.083333333334	0.7589344846337112	1	6861	0.293886	0.3382061722069652	1715.6091410574552	0.21539456545686594	0	55.0
387	2019-01-21	41	62019	599	Employed	Bachelor	19	24378	96	Married	3	Own	257	0.22941322499872194	0	1	0.15742406956607055	0	Home	0	24	12	3482	1101	670349	7167	5168.25	0.8856115418177488	4	663182	0.259878	0.31007679263687654	689.4711085046445	0.18313183543842587	1	33.6
388	2019-01-22	44	15132	551	Employed	Associate	21	12154	36	Married	3	Rent	195	0.35682384361491076	4	1	0.33933424147690266	0	Auto	0	29	11	3959	1311	26658	173022	1261.0	0.7325370382911225	5	2077	0.221654	0.23222027711602103	471.8855919141271	0.5288545534608462	0	56.0
389	2019-01-23	62	98825	663	Employed	Associate	41	12862	12	Divorced	2	Rent	90	0.45284296727355305	1	2	0.3708995959323932	0	Education	0	14	19	1215	1239	4971	53232	8235.416666666666	0.8711693711561141	7	3328	0.14636200000000002	0.16038278356366537	1167.2132899449405	0.15265934206262877	1	38.400000000000006
390	2019-01-24	51	35954	603	Employed	Bachelor	27	21732	108	Married	2	Rent	503	0.28535460120671324	4	0	0.42271119260882867	0	Education	0	27	21	5430	1385	22133	42978	2996.1666666666665	0.8338466556250691	5	8380	0.265232	0.2960401317877701	577.6828553359917	0.3606884981930217	0	54.0
391	2019-01-25	33	27379	557	Employed	High School	10	42959	24	Married	0	Mortgage	817	0.11386874950195422	3	3	0.037282998170058874	0	Home	0	13	17	13305	2213	196337	9239	2281.5833333333335	0.6657390647176077	10	187098	0.23945899999999998	0.25869457002955915	2311.5700545685613	1.3712276071011626	0	47.0
392	2019-01-26	29	40688	550	Employed	High School	7	22853	48	Single	0	Own	145	0.44296603392020556	3	1	0.5342308483118097	0	Debt Consolidation	0	27	17	4947	3518	62255	35939	3390.6666666666665	0.848859486653971	4	26316	0.242853	0.29026973912855697	809.962450253111	0.28164445052687115	0	60.0
393	2019-01-27	45	93411	551	Employed	High School	26	23157	72	Single	3	Mortgage	499	0.08642336955473964	1	0	0.4042919518418408	0	Auto	0	24	2	3177	1007	4184	7492	7784.25	0.9099151612267554	11	8165	0.26265700000000003	0.21012727031148806	568.3529856927292	0.1371169972306554	1	46.400000000000006
394	2019-01-28	24	21210	572	Employed	Master	3	23434	60	Married	3	Mortgage	385	0.6319312227532125	4	1	0.13967410101537084	0	Home	0	25	18	519	446	31696	10550	1767.5	0.7987586972829042	4	21146	0.24243400000000004	0.25191403944832197	690.4510009676773	0.6084588407172149	0	54.0
395	2019-01-29	61	55593	643	Employed	Associate	37	23776	96	Divorced	0	Mortgage	860	0.49002721947651734	2	0	0.19221188455781002	0	Auto	0	17	19	224	51	62353	5221	4632.75	0.8475857178851363	6	57132	0.237276	0.23800216934710441	555.9367792498579	0.3056363454211554	0	46.0
396	2019-01-30	54	184838	569	Employed	Bachelor	33	31331	36	Divorced	1	Own	369	0.17647613360970224	1	0	0.3467122146908664	0	Education	0	21	14	2826	1413	27794	11692	15403.166666666666	0.756433137998371	4	16102	0.231831	0.23518630109724245	1221.2996803475135	0.10324498298061092	1	40.800000000000004
397	2019-01-31	34	27349	484	Unemployed	Master	9	47668	108	Married	2	Mortgage	396	0.7296453193456595	5	0	0.040775208039527853	0	Home	0	24	1	42091	1261	153976	26773	2279.0833333333335	0.8337848784132298	5	127203	0.350668	0.3008152631432475	1283.470365205548	0.7369060800199851	0	57.0
398	2019-02-01	19	33191	576	Employed	High School	0	19786	36	Married	1	Mortgage	523	0.09451293352566839	2	1	0.25629409678248194	0	Education	0	26	4	1166	6425	595464	6806	2765.9166666666665	0.8751706680482905	8	588658	0.216786	0.2290581701886789	764.939625493766	0.4656465760575214	0	47.0
399	2019-02-02	56	24858	536	Employed	High School	32	6505	48	Single	1	Rent	827	0.43430087423420294	0	1	0.21235318039662696	0	Education	0	32	16	10324	1064	157789	41509	2071.5	0.9018081084062212	7	116280	0.23350500000000002	0.21129461115894024	201.88508038972924	0.4966860151531398	0	51.0
400	2019-02-03	38	86622	627	Employed	Master	13	23891	84	Married	0	Rent	338	0.23181073678790837	6	2	0.44873748288488186	1	Debt Consolidation	0	35	24	2082	1579	110529	33445	7218.5	0.8952676859734487	4	77084	0.23539100000000002	0.24191159489217026	592.4204354519395	0.1288938748288342	0	62.0
401	2019-02-04	54	31769	526	Self-Employed	Bachelor	30	26082	60	Divorced	4	Rent	568	0.29685913169285977	3	2	0.2769955574952578	0	Education	0	32	5	1607	1652	12682	7411	2647.4166666666665	0.811310535557946	7	5271	0.268082	0.2732068794565873	801.4291353470143	0.5172699683390781	0	58.0
402	2019-02-05	20	15000	542	Employed	High School	0	17597	36	Single	3	Rent	347	0.45703419092092334	4	1	0.0987855545258792	0	Auto	0	24	9	21806	2838	24644	4478	1250.0	0.7135437583505105	6	20166	0.231597	0.21896355859735786	671.0942510397615	0.8144754008318092	0	54.0
403	2019-02-06	32	83854	597	Employed	Master	9	29295	72	Divorced	2	Own	546	0.41768821344201995	3	1	0.132286721126757	0	Debt Consolidation	0	33	9	18797	1275	25640	70511	6987.833333333333	0.8558835888592573	6	7686	0.24579499999999999	0.196636	695.9973747649169	0.17773712043765358	1	40.800000000000004
404	2019-02-07	40	61340	617	Employed	Bachelor	13	24442	24	Married	1	Own	174	0.033005207476104075	4	1	0.19212690672860575	0	Debt Consolidation	0	28	26	1887	2293	49705	6824	5111.666666666667	0.7935940044520419	6	42881	0.190942	0.19841782853092438	1242.1068533198718	0.27703427192433094	0	46.0
405	2019-02-08	40	29436	561	Unemployed	Master	19	48570	24	Married	0	Mortgage	286	0.4510439702644925	7	0	0.18753574913611432	0	Debt Consolidation	0	25	7	5928	1842	18180	4725	2453.0	0.7718180472014191	4	13455	0.24306999999999998	0.2554915489019365	2605.6564804130517	1.1788244926266007	0	57.0
406	2019-02-09	34	40420	607	Employed	High School	14	46281	24	Married	0	Rent	434	0.20132273571187737	3	2	0.3762658830530577	0	Debt Consolidation	0	25	5	4169	3015	19441	27821	3368.3333333333335	0.4851044923611497	3	1912	0.21778099999999997	0.2292688948239002	2422.2094243030524	0.8479592551122372	0	54.0
407	2019-02-10	47	25328	567	Employed	Associate	27	18232	48	Married	0	Rent	356	0.09911340526692053	5	0	0.7496143956700834	0	Auto	0	26	19	1735	7943	26445	16616	2110.6666666666665	0.9422450214691453	2	9829	0.229732	0.2456969180792569	600.1533154876681	0.4530100989360399	0	59.0
408	2019-02-11	27	86106	566	Self-Employed	Bachelor	5	25057	36	Divorced	0	Own	385	0.20101203700559492	5	0	0.18844858670990738	0	Home	0	33	11	14175	476	53626	14841	7175.5	0.7526101856012274	9	38785	0.22705699999999998	0.206504430721887	939.5330127932041	0.18459104073489013	1	41.6
409	2019-02-12	38	49168	617	Self-Employed	Associate	18	16722	36	Widowed	0	Own	315	0.1845029257278995	3	0	0.3743230206375406	0	Education	0	25	21	663	1650	100987	54061	4097.333333333333	0.8581691392005116	6	46926	0.19322200000000003	0.19365719896058087	616.0583814890242	0.22723520537480255	0	54.0
410	2019-02-13	41	24075	506	Employed	High School	15	23360	24	Single	2	Mortgage	473	0.20915689681081465	2	2	0.4634034595708375	0	Home	1	25	18	5529	514	58320	20984	2006.25	0.5722375919212529	3	37336	0.24535999999999997	0.269723815614816	1269.9950923981858	0.8687826005723044	0	64.0
411	2019-02-14	46	27464	513	Employed	High School	23	8521	60	Married	0	Other	269	0.4121227068228622	6	1	0.31246442254093526	0	Home	0	29	27	3550	3172	49313	11764	2288.6666666666665	0.8131457329557301	4	37549	0.257021	0.2991205685749381	275.223177449143	0.23779049407914785	0	57.0
412	2019-02-15	48	34814	615	Employed	Bachelor	24	16517	48	Married	2	Own	387	0.5611187221393598	1	0	0.03285131354916789	0	Home	0	28	10	4328	1799	15120	7116	2901.1666666666665	0.6073016324467979	5	8004	0.204017	0.23950509748197768	538.032712962878	0.3188485251782196	0	49.0
413	2019-02-16	26	23563	617	Employed	Associate	4	66228	24	Married	3	Own	362	0.31507315652603435	3	1	0.30094709716548956	0	Home	1	18	10	2831	2332	72333	4726	1963.5833333333333	0.31743120662917257	5	67607	0.23272800000000002	0.255335320217564	3552.4424917573524	1.993519921108867	0	57.0
414	2019-02-17	21	88618	580	Employed	High School	1	16561	36	Widowed	0	Other	662	0.36763501192933	3	4	0.45921827196522313	0	Home	0	19	8	4620	4613	13507	24718	7384.833333333333	0.7511895308976972	5	9748	0.211561	0.18132897217370683	599.8244860040409	0.17086702286271965	0	56.0
415	2019-02-18	55	123514	632	Employed	Bachelor	35	18885	60	Married	0	Other	612	0.6509878040795183	1	0	0.1024944062688554	0	Debt Consolidation	0	19	6	2215	2437	17771	10230	10292.833333333334	0.8369831401853557	6	7541	0.207885	0.24946199999999996	553.7042480953171	0.11325397102469198	0	49.0
416	2019-02-19	43	44674	574	Employed	Associate	22	31311	24	Single	1	Rent	538	0.34945809629131125	1	1	0.27840394385273404	0	Home	0	23	16	1576	207	63680	40187	3722.8333333333335	0.758594686128477	10	23493	0.219311	0.23232629278857547	1643.4790559058117	0.5859727956052679	0	53.0
417	2019-02-20	31	34622	588	Unemployed	Associate	8	19939	48	Married	1	Own	240	0.33161638603763555	6	2	0.2048915004058414	0	Debt Consolidation	0	31	20	2785	222	119926	9842	2885.1666666666665	0.8392778997992267	8	110084	0.22093900000000002	0.23744406836474577	647.2338119108497	0.3075156184775633	0	52.0
418	2019-02-21	58	27715	589	Employed	Bachelor	34	18879	36	Married	1	Own	764	0.6694013350686344	0	0	0.1871141557419203	0	Home	0	32	21	2171	429	15121	212538	2309.5833333333335	0.7816927476585983	7	4498	0.209379	0.22529594214297605	726.18021279656	0.6452160401789182	0	54.0
419	2019-02-22	41	42964	546	Employed	Associate	17	16100	72	Married	3	Own	157	0.5579986381807548	7	0	0.38396637883939955	0	Auto	0	22	23	1152	1149	81363	38761	3580.3333333333335	0.8462551138385543	4	42602	0.2581	0.23223037815547773	416.3006329766673	0.16012493240201117	0	56.0
420	2019-02-23	54	87263	575	Employed	Bachelor	34	21495	60	Married	0	Mortgage	242	0.16550747399032542	3	4	0.10467011136974434	0	Education	0	21	29	651	227	127193	26600	7271.916666666667	0.8614765385701152	5	100593	0.238995	0.24940787418772936	630.1607319938139	0.11993546845657113	1	35.2
421	2019-02-24	40	81906	456	Employed	High School	18	78598	36	Married	0	Mortgage	447	0.4567445665557759	3	1	0.4597129880451889	0	Home	0	28	15	4418	343	64751	4292	6825.5	0.8256304124843663	4	60459	0.33559800000000006	0.3557464774472288	3581.071272071459	0.5901503585190037	0	54.0
422	2019-02-25	64	36477	577	Employed	High School	44	28510	72	Married	1	Rent	210	0.05210723636079041	4	2	0.3517629676664932	0	Education	0	25	18	313	607	108038	28726	3039.75	0.8320891317988713	4	79312	0.25501	0.28158019283371877	824.1339950311676	0.34020363353274696	0	52.0
423	2019-02-26	61	21728	643	Employed	Bachelor	38	19845	48	Single	0	Mortgage	191	0.15258125437661962	4	0	0.12439054600330839	0	Education	0	24	9	2296	377	37853	8810	1810.6666666666667	0.8842654129836244	5	29043	0.19334500000000002	0.20667280647237513	610.9683505894528	0.4429133011355593	0	49.0
424	2019-02-27	37	33297	605	Employed	Doctorate	14	15328	48	Single	3	Own	1074	0.32022464569133463	1	2	0.11392627058270188	0	Education	0	21	8	7756	1167	69486	95830	2774.75	0.5700274752160365	4	8884	0.207828	0.20487939818708228	470.43071446870147	0.5566017531196329	0	49.0
425	2019-02-28	51	67500	589	Employed	High School	31	26327	60	Married	0	Rent	301	0.1833119789809695	2	2	0.09688337347975594	0	Home	0	33	4	481	2430	78608	35775	5625.0	0.751449396193217	3	42833	0.236827	0.2606859672671848	789.3122347578073	0.19383328617916576	0	52.0
426	2019-03-01	47	50147	560	Employed	Bachelor	23	15944	108	Single	2	Other	308	0.2638242194643911	4	0	0.6828386703261262	0	Education	1	21	1	6750	327	45862	69335	4178.916666666667	0.7909777354370611	2	8089	0.28094399999999997	0.277703910893325	403.0377179533249	0.17014881479330565	0	68.0
427	2019-03-02	56	92706	627	Employed	High School	29	15372	48	Single	2	Mortgage	304	0.27732793863737415	2	1	0.2809692015442831	0	Home	0	25	10	1741	779	19927	11032	7725.5	0.8215338130478335	4	8895	0.19687200000000002	0.22446318529582315	488.04378963813747	0.10252330459363633	1	38.400000000000006
428	2019-03-03	28	27792	550	Employed	Associate	4	33448	48	Divorced	3	Rent	575	0.43690680491716655	3	0	0.2043230972272642	0	Auto	0	34	14	4679	1151	39139	28880	2316.0	0.7590460434067495	4	10259	0.253448	0.23945709350864616	1089.4625371058073	0.7186798519455126	0	55.0
429	2019-03-04	48	116551	558	Employed	High School	26	26501	96	Divorced	0	Mortgage	340	0.20493804207050523	2	1	0.5275008024958817	0	Auto	0	22	8	6369	1211	83685	27575	9712.583333333334	0.956584411054392	8	56110	0.282501	0.2260008	598.9927529754812	0.09667796102741094	1	44.800000000000004
430	2019-03-05	52	25587	630	Employed	Master	30	25204	24	Divorced	1	Rent	180	0.4219178562377181	2	0	0.2945696098510951	0	Debt Consolidation	0	23	16	1454	2030	61945	109774	2132.25	0.901107897641857	6	9898	0.185204	0.18253810832605794	1261.3801503692926	0.6759902217700985	0	52.0
431	2019-03-06	18	15000	476	Employed	Associate	0	28630	48	Single	2	Own	714	0.2590754777025855	2	1	0.16092033916327822	0	Debt Consolidation	0	24	26	10667	919	18427	49046	1250.0	0.8889095207694367	6	9382	0.28563	0.2438239826974979	939.4533336941881	1.3227626669553505	0	52.0
432	2019-03-07	25	79101	506	Employed	High School	4	84286	36	Widowed	1	Other	486	0.4969847454237326	3	1	0.3886992162997081	0	Education	0	27	11	1847	1969	173560	3131	6591.75	0.7427105685204907	3	170429	0.31628599999999996	0.2915289230976783	3539.079174856134	0.6106237607397329	0	51.0
433	2019-03-08	18	25700	486	Employed	Bachelor	0	49903	36	Married	0	Mortgage	251	0.07424059377206327	5	1	0.3723163502714127	0	Education	0	18	16	12901	294	54958	63824	2141.6666666666665	0.892186625315936	3	1629	0.291903	0.25554546599076916	1998.8000727233477	1.0504903063299678	0	55.0
434	2019-03-09	36	44241	606	Employed	High School	16	17042	48	Widowed	3	Mortgage	763	0.3273928057571088	3	2	0.22790061231604725	0	Home	0	27	24	1945	727	102813	9353	3686.75	0.8476181738407241	11	93460	0.209042	0.2211353905239472	537.977593849673	0.3528792551297682	0	48.0
435	2019-03-10	48	47722	584	Unemployed	High School	29	17873	60	Married	2	Rent	226	0.48562395334041286	9	1	0.21097452404063236	0	Home	0	20	29	469	5474	28368	29588	3976.8333333333335	0.8021774301170567	4	8251	0.230873	0.2770476	553.3114302783123	0.19596280883742817	0	57.0
436	2019-03-11	58	53571	519	Employed	High School	35	36976	36	Married	3	Mortgage	248	0.182934191461141	2	2	0.3333338008945051	0	Debt Consolidation	0	22	16	2430	759	130584	21078	4464.25	0.7330927659618744	4	109506	0.26247600000000004	0.22388464389529245	1419.5718824501314	0.3735390899815493	0	49.0
437	2019-03-12	40	44449	565	Employed	Doctorate	17	65164	60	Single	0	Rent	435	0.20615789520600244	5	2	0.32239825400282146	1	Home	1	26	12	3765	683	16755	34529	3704.0833333333335	0.8921745192129379	7	3397	0.287664	0.3060720269871967	2132.6452917218553	0.6931931764643133	0	73.0
438	2019-03-13	59	30590	546	Employed	High School	38	12136	48	Married	0	Rent	265	0.354727078206204	4	0	0.16007543231988072	0	Education	0	25	17	3190	655	37086	67348	2549.1666666666665	0.8002599420845573	4	8831	0.234136	0.24171041693684245	396.804305367692	0.2596159419552895	0	51.0
439	2019-03-14	23	29273	553	Employed	Doctorate	3	18202	60	Single	3	Own	527	0.2086372016512068	6	0	0.15484649303603337	1	Auto	0	34	17	7388	1231	17350	14899	2439.4166666666665	0.835878629042253	4	2451	0.24670199999999998	0.27466979653753937	560.895522602345	0.44596543815899087	0	64.0
440	2019-03-15	19	57523	537	Employed	High School	0	31208	24	Married	0	Own	915	0.20382085943309328	0	1	0.2558747918903545	0	Debt Consolidation	0	20	5	12741	8018	33479	26590	4793.583333333333	0.7462484150034027	6	6889	0.237708	0.24199704496956614	1653.1134732824175	0.5357398202351931	0	54.0
441	2019-03-16	39	66712	609	Employed	High School	18	23884	96	Married	0	Own	508	0.32428359526518497	6	1	0.09498910667439099	1	Auto	0	31	16	2756	4247	163785	60439	5559.333333333333	0.9497537299344666	3	103346	0.254384	0.24129993623871218	563.6250948891612	0.1927614393013241	0	55.0
442	2019-03-17	44	55812	612	Employed	Master	22	4719	60	Married	0	Mortgage	563	0.41366084998950564	4	0	0.10484893898757489	0	Home	0	29	12	1292	632	83237	10129	4651.0	0.6809507163915436	8	73108	0.20371899999999998	0.23288576920586246	133.81440195374515	0.14982034013195983	1	36.800000000000004
443	2019-03-18	39	30031	614	Employed	Bachelor	13	42094	12	Married	3	Rent	855	0.35863447892763045	2	0	0.1430599685226678	0	Debt Consolidation	0	28	4	393	1430	8021	8884	2502.5833333333335	0.8099328946191765	4	4136	0.200094	0.2197043409116931	3939.162872748902	1.9156856073053452	0	51.0
444	2019-03-19	18	63559	571	Unemployed	Associate	0	20750	60	Married	1	Rent	223	0.2117942015307875	3	0	0.27471623321990823	0	Home	0	23	27	2063	3704	58927	23404	5296.583333333333	0.9012115323507092	6	35523	0.24025000000000002	0.26777528655052035	630.8518431342724	0.16120804477117748	0	55.0
445	2019-03-20	38	23447	492	Employed	Bachelor	18	10926	60	Divorced	0	Mortgage	712	0.19528724087381452	2	0	0.47002111164010457	0	Home	0	33	8	2330	3474	13239	7876	1953.9166666666667	0.5463308534230514	4	5363	0.269926	0.2678169375567644	332.20484117000143	0.5344162619541952	0	58.0
446	2019-03-21	24	102472	438	Employed	High School	4	27374	48	Divorced	2	Other	267	0.23225600106317085	2	3	0.2779249147595986	0	Other	0	23	6	1091	1320	189263	52751	8539.333333333334	0.8674990075819422	5	136512	0.303374	0.270477610192382	939.1864528046536	0.14125065806909048	1	39.2
447	2019-03-22	48	74805	654	Employed	Bachelor	25	19134	48	Divorced	2	Own	558	0.573193397727728	2	1	0.48389610656387383	0	Education	0	18	7	2493	1262	133054	8416	6233.75	0.9226694076202255	5	124638	0.18713400000000002	0.19371936665861586	575.8709990232	0.1818922797711169	1	38.400000000000006
448	2019-03-23	44	48486	563	Self-Employed	Bachelor	24	8041	60	Married	1	Rent	1048	0.20403757682255208	3	0	0.13657299526735847	0	Education	0	38	12	4040	1320	137775	8380	4040.5	0.8420400011738756	10	129395	0.231541	0.2419816137853821	232.2490177279367	0.3168541066026325	0	50.0
449	2019-03-24	28	65027	539	Self-Employed	High School	10	40657	48	Married	0	Mortgage	590	0.20483674330648588	5	1	0.38853210768614527	0	Debt Consolidation	0	25	29	2022	1001	41102	8982	5418.916666666667	0.9175090102656194	6	32120	0.266157	0.25556862421532744	1360.7276086778684	0.35998479561004537	0	57.0
450	2019-03-25	33	75623	589	Employed	Master	9	23836	120	Single	0	Rent	512	0.24066821495089222	3	2	0.16069002945217936	0	Auto	0	24	3	6442	1325	51517	24300	6301.916666666667	0.8508194938564455	5	27217	0.28433600000000003	0.25039751083758466	542.9203544970309	0.16739674773500615	0	53.0
451	2019-03-26	27	44874	545	Employed	Associate	4	25345	36	Single	3	Own	202	0.3589994553347001	4	1	0.15864792510325673	0	Education	0	19	10	2331	524	42013	10856	3739.5	0.7682970126486198	5	31157	0.237845	0.26929510153115055	1033.7568454048726	0.33046044802911423	0	51.0
452	2019-03-27	39	15000	549	Employed	High School	16	22964	24	Divorced	2	Own	473	0.6016280308315776	1	3	0.23140697960719142	0	Home	0	32	2	4629	314	32744	36021	1250.0	0.8786021728352276	5	3410	0.22346399999999997	0.23278687145848237	1205.8802645661904	1.3431042116529524	0	60.0
453	2019-03-28	51	65457	555	Employed	Associate	28	34179	36	Divorced	4	Rent	143	0.12163700547396962	4	1	0.1265609905385103	0	Education	0	20	18	4547	21428	25975	50901	5454.75	0.8252517914607546	5	5065	0.241679	0.20933679175167982	1286.532568900621	0.26207114329724024	0	49.0
454	2019-03-29	28	106388	518	Unemployed	Master	6	30056	36	Married	0	Rent	491	0.25906199869010377	4	1	0.2564868515415101	0	Auto	0	21	4	1153	1517	48469	28918	8865.666666666666	0.644515356513848	8	19551	0.256056	0.2774222452558466	1239.0420164958048	0.19513952887496389	0	57.0
455	2019-03-30	46	35651	593	Employed	Associate	25	17867	36	Divorced	1	Rent	393	0.17229917780354817	2	1	0.23524291224244157	1	Auto	0	13	13	4323	5346	75475	12617	2970.9166666666665	0.8422080311664751	7	62858	0.206367	0.20508856078447174	668.6432862314501	0.3573453601519565	0	62.0
456	2019-03-31	33	80427	572	Employed	Bachelor	9	24396	60	Divorced	2	Rent	635	0.4511189859607871	5	2	0.19196526802079386	0	Auto	0	34	3	1103	474	31203	78542	6702.25	0.7023005804057362	4	4572	0.243396	0.22061945231252572	674.6504871095073	0.19540460100854298	0	53.0
457	2019-04-01	30	86748	513	Employed	Master	4	18720	72	Single	3	Rent	146	0.17157543843320716	3	0	0.08690877042281006	0	Debt Consolidation	0	25	17	182	266	61498	12825	7229.0	0.9294939703163776	3	48673	0.27722	0.2848032744803894	544.9647868234059	0.09558234704985558	1	38.400000000000006
458	2019-04-02	38	52825	572	Employed	Bachelor	17	14135	24	Single	0	Own	549	0.17613715546323208	2	1	0.2548345044296835	0	Education	0	26	23	1063	584	86220	33289	4402.083333333333	0.8320075608315992	8	52931	0.203135	0.21742335986189792	731.5003940899489	0.2908850871572056	1	39.2
459	2019-04-03	27	61983	635	Unemployed	Bachelor	7	13913	48	Divorced	3	Rent	305	0.11719298558364886	2	0	0.35247401412806045	0	Education	0	33	23	2348	2309	87268	39242	5165.25	0.9046445606437278	6	48026	0.19141300000000003	0.17224234387201792	403.076081663922	0.13708457125287682	1	42.400000000000006
460	2019-04-04	33	58110	524	Employed	High School	13	30085	36	Married	0	Own	404	0.3340453442672475	2	1	0.7019562779929345	0	Auto	0	29	29	1457	6251	54508	15910	4842.5	0.6842095503524819	6	38598	0.253085	0.27382079809072896	1234.4017386427297	0.3383379945570944	0	58.0
461	2019-04-05	25	50974	540	Employed	Bachelor	4	48218	60	Married	3	Mortgage	700	0.2913057447615988	1	3	0.30488615915321593	0	Education	0	20	7	1740	7853	73549	40494	4247.833333333333	0.8104705735565474	8	33055	0.28321799999999997	0.2879948772293319	1524.6487337122094	0.5237137521981111	0	55.0
462	2019-04-06	63	170399	664	Employed	Associate	40	24628	60	Married	2	Mortgage	506	0.3179189775296024	2	1	0.38938227631815714	0	Education	0	33	19	6561	1789	30978	41108	14199.916666666666	0.7986534391114912	5	7555	0.19762800000000003	0.16870819542051105	610.3598843932314	0.07861735463658107	1	36.800000000000004
463	2019-04-07	40	97910	649	Employed	Master	22	7644	48	Married	3	Other	371	0.4618859481438638	1	0	0.08769164860764843	0	Home	0	24	11	1116	1259	12146	3612	8159.166666666667	0.809125362570673	3	8534	0.17814400000000002	0.14251520000000004	209.84931058894625	0.07118978375107093	1	37.6
464	2019-04-08	31	55181	514	Self-Employed	High School	8	33613	12	Divorced	0	Mortgage	652	0.35207638143004527	6	1	0.6286606816939042	0	Home	0	18	28	6517	1493	27674	17742	4598.416666666667	0.576199239737503	6	9932	0.24161300000000002	0.2279591238997794	3158.877627436653	0.8287369117855753	0	61.0
465	2019-04-09	42	84242	603	Employed	High School	18	24333	84	Single	2	Rent	242	0.38792928675370053	4	0	0.1809887947349224	0	Education	0	18	8	6648	877	12001	93983	7020.166666666667	0.9032432107979891	6	4740	0.247833	0.2694611655674389	646.5047460106134	0.12656462277874886	0	47.0
466	2019-04-10	38	80819	551	Employed	High School	19	21992	108	Married	2	Mortgage	334	0.2736648472592098	1	2	0.37223511360713263	0	Home	0	19	9	17139	764	203305	18480	6734.916666666667	0.8119289845790976	2	184825	0.291492	0.29290076064105924	579.6510886029137	0.13565885575464884	0	50.0
467	2019-04-11	37	15781	596	Self-Employed	Associate	16	14557	36	Widowed	0	Rent	433	0.1457832906720766	3	2	0.22105453496532532	0	Debt Consolidation	0	34	26	1415	4928	120156	37927	1315.0833333333333	0.7660384777491541	4	82229	0.20155700000000001	0.1977087249893237	539.2923015811887	0.7393389277596011	0	54.0
468	2019-04-12	47	42829	631	Employed	High School	24	23539	48	Married	2	Own	240	0.20729438160823777	4	1	0.598620980788862	0	Home	0	16	20	2191	122	300830	12900	3569.0833333333335	0.6607044454205051	5	287930	0.20303900000000003	0.23687885416323357	763.3586560561963	0.2811250291315313	0	50.0
469	2019-04-13	49	38114	627	Employed	Master	27	33773	36	Married	0	Own	1427	0.3497064472571531	5	0	0.5372822267206319	0	Auto	0	26	15	1235	1895	21304	34214	3176.1666666666665	0.9427116026766884	7	1759	0.205273	0.20055395346457489	1256.0791607347974	0.8447538943384995	0	56.0
470	2019-04-14	33	64403	639	Employed	Master	9	23505	36	Single	0	Rent	212	0.19301821125760288	4	0	0.2035276252916037	0	Auto	0	26	25	1759	771	93661	7187	5366.916666666667	0.8280271382652139	5	86474	0.189005	0.198807090581844	872.1020035608681	0.20199717470817222	1	36.800000000000004
471	2019-04-15	33	37192	618	Employed	Bachelor	11	78659	96	Married	0	Mortgage	688	0.1693790140043759	3	0	0.25753731697845905	0	Home	0	23	2	8580	213	34591	4410	3099.3333333333335	0.6972432177415442	3	30181	0.304659	0.2986054063483754	2161.503737543511	0.919392472857661	0	53.0
472	2019-04-16	36	58640	601	Employed	High School	11	12911	48	Single	1	Rent	562	0.20279757530122716	6	0	0.5818285799646494	1	Auto	0	29	19	1645	4010	26959	54570	4886.666666666667	0.9520520808443603	5	6297	0.207411	0.2176610466820044	405.1372952417302	0.1979134983441467	0	67.0
473	2019-04-17	18	33339	578	Employed	Associate	0	12762	72	Single	3	Mortgage	553	0.49998542505891774	6	2	0.23543287839697893	0	Auto	1	25	26	117	627	37234	12149	2778.25	0.8257319746146742	6	25085	0.238762	0.22624707662630208	325.40892910100484	0.31617346498731386	0	60.0
474	2019-04-18	21	147047	580	Self-Employed	Doctorate	0	13389	72	Married	1	Mortgage	343	0.47925180935098316	3	0	0.6904302358609016	0	Other	0	28	1	2865	1707	174940	46257	12253.916666666666	0.884082520883169	3	128683	0.23838900000000002	0.24865090299065828	359.55427205069765	0.05733303817560625	1	48.0
475	2019-04-19	56	136707	644	Employed	High School	36	23045	48	Married	1	Own	1158	0.2817973056043263	1	2	0.2569667075309116	0	Auto	0	26	22	1720	1511	58845	261099	11392.25	0.9708071241966097	6	9035	0.19604500000000002	0.20161889317391918	703.256954219262	0.16337922308756056	1	37.6
476	2019-04-20	59	21692	544	Employed	Bachelor	35	38885	24	Married	0	Own	336	0.126979218738653	3	0	0.16591236887241181	0	Home	0	27	15	7943	3620	54886	10609	1807.6666666666667	0.9355786742797711	8	44277	0.241885	0.2825704452348105	2139.435799560715	1.3694094410256583	0	51.0
477	2019-04-21	37	54553	605	Employed	Associate	14	31023	12	Single	2	Other	333	0.07633980847480344	3	1	0.4055930444852805	1	Home	0	27	9	6004	2042	55812	5230	4546.083333333333	0.8812131279825202	5	50582	0.193523	0.16114670233468922	2816.427118962862	0.6927781318635886	0	63.0
478	2019-04-22	46	55997	527	Employed	Doctorate	22	9698	36	Married	1	Mortgage	720	0.21051714362813176	1	1	0.28520872960239574	0	Debt Consolidation	0	29	9	1701	1489	21077	37865	4666.416666666667	0.6792450754223338	9	10236	0.23119800000000001	0.25285360962363784	387.0559591668779	0.23723898619573433	1	42.400000000000006
479	2019-04-23	43	52731	599	Employed	High School	19	11577	36	Married	2	Own	520	0.3199375859216435	3	1	0.25734241317811435	0	Education	0	28	1	1291	2015	259710	16775	4394.25	0.9797773752374068	11	242935	0.197077	0.19140748985539086	425.19104077189	0.21509723861225238	1	41.6
480	2019-04-24	76	91120	686	Employed	High School	58	32018	36	Divorced	2	Rent	428	0.10409483498936119	3	0	0.18882479078856934	0	Home	0	25	12	3661	2003	168717	58023	7593.333333333333	0.5724277469415348	8	110694	0.174018	0.15403082154252534	1116.244968182935	0.2033685208318176	1	30.400000000000002
481	2019-04-25	53	32322	683	Unemployed	Bachelor	33	17681	36	Married	2	Own	969	0.1374856421603381	7	1	0.42863442915337885	0	Home	1	28	17	2823	231	87614	6356	2693.5	0.8445974420512865	2	81258	0.161181	0.159889453417368	621.5150076716102	0.5905012094566958	0	57.0
482	2019-04-26	38	23183	600	Employed	Associate	18	20886	12	Widowed	3	Own	523	0.21394232227119994	2	2	0.010830440404565201	0	Debt Consolidation	0	21	5	1467	503	55953	89600	1931.9166666666667	0.7358280624781434	7	5366	0.185886	0.15702426888107782	1892.0648279823974	1.2500874751235287	0	51.0
483	2019-04-27	28	35295	626	Unemployed	Bachelor	7	30630	60	Divorced	0	Mortgage	557	0.3499355720269866	2	1	0.19779544642094196	0	Debt Consolidation	0	22	27	5142	942	61420	47345	2941.25	0.7678051085971145	8	14075	0.22263	0.26324083853221303	922.9624956181943	0.5031746691434574	0	51.0
484	2019-04-28	20	28624	591	Employed	High School	0	22349	36	Divorced	1	Rent	535	0.19052648718957912	3	1	0.2757116371689568	0	Education	0	34	14	6059	1018	75653	89933	2385.3333333333335	0.7842903730096057	9	4714	0.211849	0.2306130121242448	865.8377882805867	0.587271291900749	0	53.0
485	2019-04-29	42	41957	633	Employed	Bachelor	18	10884	60	Single	2	Mortgage	825	0.3143797719778506	1	0	0.38763268000836926	0	Other	0	18	14	1303	1459	23190	13044	3496.4166666666665	0.8433592834168833	4	10146	0.199384	0.1920530422329605	283.567907724417	0.31705829522351464	0	52.0
486	2019-04-30	30	63120	485	Employed	Associate	5	13756	36	Married	1	Own	246	0.23614772825460778	4	0	0.1989290405000451	0	Home	0	19	18	9151	2855	12006	49119	5260.0	0.8803531729897489	4	1154	0.256256	0.27196666884762094	563.0440493193206	0.1538106557641294	0	50.0
487	2019-05-01	22	53408	611	Employed	Bachelor	0	24367	36	Single	1	Rent	642	0.3856044229418661	2	0	0.22052944024205332	0	Debt Consolidation	0	26	25	758	275	130580	1182	4450.666666666667	0.6053945587557137	6	129398	0.203867	0.20647741616963472	913.6271825270744	0.3495267785785817	0	45.0
488	2019-05-02	32	28323	614	Employed	Master	10	31063	108	Single	4	Own	262	0.31288551855617586	6	0	0.14174527302330733	0	Home	1	23	28	673	665	26021	47600	2360.25	0.8980248467603749	4	9714	0.269063	0.25797865838328116	742.4443941028983	0.4255669501548134	0	55.0
489	2019-05-03	27	45153	589	Employed	Doctorate	6	25432	60	Single	0	Rent	262	0.28635087337529685	2	2	0.10586100435704002	0	Debt Consolidation	0	30	26	519	1044	53932	13566	3762.75	0.921436684657232	4	40366	0.23593200000000003	0.24035845947102502	732.1561501409618	0.26420999272897794	0	51.0
490	2019-05-04	60	15000	608	Employed	Bachelor	37	60859	48	Divorced	0	Rent	800	0.5589525058351116	5	1	0.16846719376713815	0	Auto	1	15	7	4002	653	11220	29093	1250.0	0.7446131704504911	5	4745	0.251859	0.30223079999999997	2199.1920597741773	2.399353647819342	0	57.0
491	2019-05-05	50	181497	569	Employed	Bachelor	27	19932	12	Single	2	Mortgage	138	0.30589513092245263	1	0	0.24798467813641492	0	Education	0	20	23	6788	1254	35406	49062	15124.75	0.9296047223877659	5	1273	0.20043200000000003	0.2269366466854285	1872.1837344980333	0.1329069065272506	1	40.0
492	2019-05-06	39	56490	609	Employed	Bachelor	15	13277	60	Married	0	Rent	117	0.355628893916585	4	1	0.026939599532096545	0	Home	0	27	25	2078	1720	30063	7859	4707.5	0.8266220984034306	2	22204	0.213777	0.21452065608501542	362.5720082437496	0.10187403255310666	1	37.6
493	2019-05-07	57	83062	588	Self-Employed	High School	33	22266	36	Married	5	Own	319	0.41820173515729636	6	1	0.08604953349511206	0	Home	0	18	6	1354	4368	218663	10635	6921.833333333333	0.9554968655968169	7	208028	0.213266	0.18592901481663332	811.6072531852761	0.16333927714506408	1	40.800000000000004
494	2019-05-08	40	68350	629	Employed	Bachelor	22	10478	36	Married	0	Mortgage	343	0.40536740497586665	3	3	0.25254926636585806	0	Education	0	15	18	5274	266	49376	22825	5695.833333333333	0.8733410435257036	2	26551	0.180978	0.18047664104061634	379.0553833749358	0.1267690504827978	1	40.0
495	2019-05-09	29	37098	569	Employed	High School	7	18782	72	Married	2	Mortgage	402	0.06279168223199666	3	0	0.09812077416369162	0	Debt Consolidation	0	26	26	893	13255	53168	41600	3091.5	0.6729224968564387	7	11568	0.249282	0.21617344080366155	467.6623160724301	0.2813075581667249	0	50.0
496	2019-05-10	58	15000	638	Employed	High School	33	18820	36	Married	2	Own	773	0.23654776624560125	3	2	0.23534806857958404	0	Debt Consolidation	0	18	4	1661	1632	55061	9082	1250.0	0.8584063089874674	5	45979	0.18482	0.2044088053208998	703.653537770545	1.181322830216436	0	54.0
497	2019-05-11	46	48160	573	Employed	Bachelor	24	55091	36	Single	2	Mortgage	515	0.1869063469096461	5	2	0.4831161285570056	0	Auto	0	20	14	6088	3811	183656	134326	4013.3333333333335	0.830746646586399	6	49330	0.253591	0.3043092	2351.721530832338	0.7142993847588882	0	56.0
498	2019-05-12	27	62186	563	Employed	Bachelor	2	16051	60	Married	2	Other	284	0.3531916339594859	6	0	0.4755927514139964	0	Home	0	24	26	22487	1742	65028	47308	5182.166666666667	0.8227459508039783	4	17720	0.23955100000000001	0.1971148734847315	422.68072271515734	0.13636781064197548	1	44.800000000000004
499	2019-05-13	37	52719	614	Employed	Associate	15	12142	60	Married	0	Rent	798	0.34819672128668444	4	0	0.19163029082159527	0	Home	0	18	6	5361	157	121275	6166	4393.25	0.8145596299918678	3	115109	0.210142	0.18185473829839763	309.5534011700304	0.2521034316667684	0	45.0
500	2019-05-14	29	82968	613	Employed	Bachelor	6	41213	24	Single	1	Mortgage	608	0.2402840586848992	4	1	0.36636987274671307	0	Auto	0	23	12	1443	4247	398231	21838	6914.0	0.5773103625249131	5	376393	0.20971299999999998	0.20744717572114718	2112.5927459995287	0.3934904174138746	1	35.2
501	2019-05-15	23	59756	574	Employed	Master	3	56189	120	Married	0	Mortgage	436	0.2794611556523381	2	0	0.2810431165231989	0	Home	0	26	4	1917	7021	25082	3162	4979.666666666667	0.9371264742689835	8	21920	0.32418900000000006	0.35988102341698097	1735.1594452664967	0.4360049759555184	0	55.0
502	2019-05-16	51	184200	606	Employed	Bachelor	31	26944	60	Single	2	Rent	344	0.3233061968201859	5	0	0.09115580430542361	0	Debt Consolidation	0	27	21	3785	18925	22710	8913	15350.0	0.9168884949139979	8	13797	0.22894399999999998	0.19972244885381343	713.4351603389002	0.06888828406116614	1	36.0
503	2019-05-17	62	34147	561	Employed	Bachelor	38	28233	24	Single	0	Rent	291	0.23845513101407567	4	1	0.4106286281956934	0	Debt Consolidation	0	30	1	929	2791	94893	6588	2845.5833333333335	0.8570581457533769	2	88305	0.222733	0.23655741507075054	1487.8630333957985	0.625131238490924	0	59.0
504	2019-05-18	23	52656	582	Employed	High School	0	12369	48	Married	1	Mortgage	362	0.420974273681754	2	1	0.17569194731327303	0	Other	0	26	5	9540	948	10488	37160	4388.0	0.7950490328556782	4	2154	0.216369	0.24297264555808934	405.28749632370875	0.1748604139297422	0	53.0
505	2019-05-19	46	29822	609	Employed	Doctorate	23	20290	72	Widowed	5	Other	502	0.064469431152272	4	1	0.4290205276475238	0	Home	0	17	10	8987	123	534447	39157	2485.1666666666665	0.6307603984617912	10	495290	0.23079	0.23590302316807585	529.1364139084045	0.4149164028871589	0	48.0
506	2019-05-20	32	73090	532	Self-Employed	High School	12	10206	24	Single	0	Mortgage	556	0.24271315108396355	4	0	0.30862005087373007	0	Education	0	30	6	2334	2608	47421	4639	6090.833333333333	0.825561533933176	7	42782	0.21920599999999998	0.1938294114386974	516.3711969653602	0.1760631326253157	1	47.2
507	2019-05-21	34	28500	591	Employed	Master	11	38093	12	Single	4	Rent	321	0.02640639687349896	5	1	0.642748087301419	0	Education	0	25	8	1111	4652	41809	5950	2375.0	0.7703111130639557	4	35859	0.20759300000000003	0.21361561995202927	3553.5964812892526	1.6314090447533696	0	60.0
508	2019-05-22	32	19063	526	Self-Employed	Master	7	21023	36	Married	1	Mortgage	581	0.198692276008083	4	0	0.10575864499822618	0	Debt Consolidation	0	32	27	2824	720	159461	51159	1588.5833333333333	0.813251473611134	4	108302	0.24302300000000002	0.250195788178473	836.0885283180779	0.8920454461426289	0	50.0
509	2019-05-23	29	19018	563	Employed	Bachelor	3	61468	84	Widowed	2	Own	410	0.3534816953450708	2	2	0.7324116292534866	0	Auto	0	26	2	960	1328	7022	33347	1584.8333333333333	0.8612671388614285	7	3326	0.304968	0.2972121373438459	1746.0445157596346	1.3604235034764758	0	64.0
510	2019-05-24	40	72965	595	Employed	Master	18	72007	48	Married	3	Own	565	0.09007759677540834	5	0	0.05404866795962459	0	Debt Consolidation	0	22	5	209	1221	23432	15591	3276.1666666666665	0.7690236018442742	5	7841	0.269507	0.281385457290989	2515.310237998127	0.9402178067858148	0	51.0
511	2019-05-25	30	125689	634	Employed	Associate	11	21937	60	Married	3	Rent	480	0.1575107403952644	2	1	0.24651755253247196	1	Debt Consolidation	0	22	2	11657	1393	135283	41735	10474.083333333334	0.853472094498045	10	93548	0.20993700000000004	0.22447189344082655	611.4668678828808	0.10420643345554956	0	60.0
512	2019-05-26	43	84512	535	Employed	Master	19	35305	12	Single	0	Rent	706	0.31122133626508786	4	1	0.4061579604304749	0	Home	0	23	27	450	4370	228205	6394	7042.666666666667	0.7752483028727222	4	221811	0.232805	0.2203461405547585	3304.937742225568	0.5695197475708398	1	40.800000000000004
513	2019-05-27	39	64438	528	Self-Employed	Bachelor	17	69872	24	Married	2	Rent	628	0.11938163055140848	2	1	0.27771259459165065	0	Auto	0	21	18	641	5511	22340	93239	5369.833333333333	0.7826499730769524	5	5241	0.280872	0.2598184186471241	3763.6838742056457	0.8178436092130071	0	54.0
514	2019-05-28	37	45729	585	Employed	Associate	13	24907	60	Married	4	Own	1471	0.37780834517421175	3	0	0.2784676262399975	0	Education	0	28	2	1784	6163	40771	65675	3810.75	0.8766393899963846	8	6976	0.23740699999999998	0.2071192403230654	669.7881375564947	0.561776064437839	0	57.0
515	2019-05-29	29	19553	559	Employed	High School	6	22294	36	Single	1	Mortgage	351	0.4949745571510363	2	0	0.1994407970301627	0	Debt Consolidation	0	30	1	770	903	19511	49921	1629.4166666666667	0.8119419137448677	6	7844	0.227794	0.21709686700702385	848.0733237866242	0.7358911617367918	0	57.0
516	2019-05-30	33	28539	572	Employed	Bachelor	12	26197	48	Single	4	Rent	214	0.3087741362588635	3	1	0.21768975399877707	0	Auto	0	18	20	2056	633	191452	40381	2378.25	0.870449098179491	4	151071	0.23519700000000002	0.24114742731187397	855.732911826951	0.44979834408785907	0	50.0
517	2019-05-31	49	47130	630	Employed	Master	26	26376	60	Single	0	Rent	778	0.14149762808589705	6	1	0.25236931901191534	0	Auto	0	29	18	3499	514	24128	6835	3927.5	0.8866495254443433	4	17293	0.216376	0.19194133269208366	687.0285364829763	0.3730180869466521	0	49.0
518	2019-06-01	46	35985	558	Self-Employed	Master	21	20048	96	Married	2	Mortgage	230	0.23408321653665862	2	4	0.029253088113565348	0	Debt Consolidation	0	24	8	3134	4157	33938	80978	2998.75	0.6593891286184653	2	2962	0.276048	0.25766114396662515	494.84382606667964	0.24171532340697946	0	55.0
519	2019-06-02	28	30967	516	Employed	Master	6	45849	36	Single	2	Rent	270	0.4315259005342352	4	0	0.6007495748202167	0	Auto	0	24	22	3825	8795	61026	4630	2580.5833333333335	0.6645325072952404	10	56396	0.272849	0.3274188	2015.8530619159262	0.8857892835273393	0	58.0
520	2019-06-03	41	24251	549	Employed	High School	21	19614	12	Single	0	Mortgage	370	0.16029871158903042	4	3	0.4740990225445839	0	Home	0	22	4	16295	1035	42199	257118	2020.9166666666667	0.8010812472867317	3	8005	0.210114	0.18662417402871703	1804.400543520162	1.0759476525603868	0	60.0
521	2019-06-04	49	51792	444	Employed	Associate	30	10102	72	Married	0	Mortgage	429	0.06767652344914818	7	1	0.21025963952594484	0	Debt Consolidation	0	21	14	882	1142	32400	7823	4316.0	0.589677551135081	2	24577	0.303102	0.25578500290482153	275.71633213535404	0.1632799657403508	1	40.800000000000004
522	2019-06-05	19	29548	510	Employed	Bachelor	0	20836	24	Married	2	Rent	230	0.271003905727516	2	0	0.06066792580296226	0	Education	0	16	29	1711	1895	203981	8464	2462.3333333333335	0.7466965598779257	4	195517	0.240836	0.25887682492687447	1121.3505038048054	0.5488089226227719	0	48.0
523	2019-06-06	46	127245	586	Employed	Bachelor	24	13962	24	Married	0	Mortgage	522	0.32351709969201	2	1	0.1048314313818147	0	Debt Consolidation	0	15	23	20231	711	58314	20610	10603.75	0.9624911235793052	9	37704	0.195962	0.19473322242486069	707.0200499304035	0.11590428385527794	1	38.400000000000006
524	2019-06-07	32	84197	590	Employed	Associate	8	11266	24	Single	2	Own	628	0.5162208092153592	4	0	0.09755775251195434	0	Education	0	18	12	538	383	113077	17564	7016.416666666667	0.9416291413152751	4	95513	0.191266	0.18648494477304103	565.9813386105697	0.17016967425593355	1	38.400000000000006
525	2019-06-08	46	79036	609	Employed	Bachelor	26	21585	108	Married	3	Rent	442	0.3164039798807545	5	0	0.08995807921559512	0	Debt Consolidation	1	18	29	3140	1542	102330	53893	6586.333333333333	0.9439944946617196	3	48437	0.262085	0.2339755755166072	480.5713052514646	0.14007358245631832	0	53.0
526	2019-06-09	30	56699	524	Employed	Bachelor	4	19173	36	Married	1	Rent	370	0.38896959536335524	4	2	0.23316624984403816	0	Home	0	24	3	6949	2930	68027	17358	4724.916666666667	0.6953456068860321	8	50669	0.242173	0.2081097842319971	720.4846464674126	0.23079447181800297	0	53.0
527	2019-06-10	18	15844	558	Employed	Bachelor	0	12215	48	Married	0	Other	366	0.3678164618180871	3	0	0.27521224118882776	0	Auto	0	34	15	1021	1293	87797	9416	1320.3333333333333	0.9608050312114145	6	78381	0.228215	0.2560239697357736	409.12915852706027	0.5870708092858321	0	52.0
528	2019-06-11	20	183937	527	Employed	Bachelor	0	12758	24	Divorced	1	Mortgage	352	0.3021845323372308	3	2	0.36736671243421637	0	Debt Consolidation	0	22	23	796	954	126447	83976	15328.083333333334	0.8371576920897497	3	42471	0.22425799999999999	0.2187295442323993	661.0613484311374	0.06609184764986734	1	41.6
529	2019-06-12	40	42120	547	Employed	Bachelor	14	16251	72	Single	4	Mortgage	360	0.4360292718633802	1	0	0.2819438861113845	0	Debt Consolidation	0	24	26	2718	3163	235648	7572	3510.0	0.9793907072875256	12	228076	0.257751	0.24753919854619358	435.3053751639355	0.22658272796693316	1	40.0
530	2019-06-13	43	78910	580	Unemployed	High School	20	8723	48	Single	0	Rent	241	0.28957142424777954	4	1	0.294661591398324	0	Auto	0	17	4	2095	120	392577	69909	6575.833333333333	0.8454181988927792	6	322668	0.21372300000000002	0.24523662112778027	286.91699673702715	0.08028138335881797	0	52.0
531	2019-06-14	29	95344	527	Employed	Master	10	28097	84	Married	3	Rent	378	0.10288182066222518	6	0	0.5913436314158297	0	Auto	0	23	14	1494	505	45262	33833	7945.333333333333	0.9275018328399005	4	11429	0.289597	0.3055478759447551	813.8858033357851	0.15001079921158564	0	56.0
532	2019-06-15	47	26417	632	Unemployed	High School	25	32006	60	Divorced	0	Mortgage	305	0.1674652357710601	1	2	0.22234563760057388	0	Auto	0	26	27	7969	2468	19390	15294	2201.4166666666665	0.7147990678195728	3	4096	0.22100600000000004	0.25830019759388917	955.0565122642887	0.5723843792698439	0	53.0
533	2019-06-16	20	25531	445	Unemployed	Bachelor	0	41395	24	Single	1	Rent	482	0.2269121719689677	5	2	0.13773263864321925	0	Education	0	16	23	714	409	328423	4757	2127.5833333333335	0.910102300338134	8	323666	0.293895	0.2828043556248463	2278.028986006284	1.297260108576844	0	49.0
534	2019-06-17	39	58617	625	Employed	High School	19	55682	60	Single	3	Mortgage	625	0.20799369496973105	1	1	0.790788052019775	0	Auto	0	22	18	1648	1142	42687	8259	4884.75	0.6842634963853803	2	34428	0.248182	0.24034519111763475	1602.973724325371	0.4561080350735189	0	55.0
535	2019-06-18	25	26712	564	Employed	Bachelor	2	31838	36	Single	2	Own	912	0.506308184466489	1	0	0.27944966369976815	0	Home	0	26	1	3826	6531	14192	42322	1328.0	0.8389356985217221	3	10910	0.234838	0.24160708276457807	1251.7836556625302	1.6293551623964837	0	59.0
536	2019-06-19	32	40310	544	Self-Employed	Master	11	23512	36	Single	0	Other	426	0.43651470255224445	1	3	0.5848946889676256	0	Other	0	26	24	859	385	47499	18706	3359.1666666666665	0.931674202991431	9	28793	0.236512	0.26015937887335927	947.5127004932174	0.4088849517717343	0	63.0
537	2019-06-20	40	15000	566	Employed	High School	19	35366	36	Married	0	Own	582	0.37026941204691666	3	1	0.09708506358158903	0	Auto	0	17	13	19935	346	96623	78278	1250.0	0.9198752022376968	7	18345	0.237366	0.22111222041124018	1352.679324254743	1.5477434594037944	0	52.0
538	2019-06-21	29	62164	567	Employed	Doctorate	7	28744	60	Married	2	Own	566	0.5440065175693268	3	1	0.18739122229371047	0	Auto	0	20	9	3809	318	54972	5271	5180.333333333333	0.8692975877547342	10	49701	0.25024399999999997	0.20076102598348064	762.7578595754068	0.25650045548717715	1	41.6
539	2019-06-22	35	101205	506	Employed	High School	14	24077	60	Single	3	Rent	499	0.1682294980919263	2	0	0.08150846644923619	0	Auto	0	33	25	4761	1186	145502	13889	8433.75	0.8277980563052677	1	131613	0.27607699999999996	0.2483460527108864	704.3590937992824	0.14268375204378625	1	35.2
540	2019-06-23	52	41332	565	Employed	High School	25	28642	24	Married	1	Rent	248	0.31664881162694625	4	1	0.21715306005600776	0	Other	0	31	8	14924	3507	18431	156844	3444.3333333333335	0.7969864898682332	5	8752	0.22114199999999998	0.21149674468083487	1473.8943317784222	0.49992093248188	0	54.0
541	2019-06-24	33	28122	483	Employed	Master	12	10204	36	Married	2	Rent	510	0.7002971758897303	5	1	0.32258921082802944	0	Other	0	30	13	2452	272	72120	139053	2343.5	0.7736022515183425	1	10791	0.253704	0.26076196520380135	411.53978241451466	0.39323225193706624	0	58.0
542	2019-06-25	50	42964	514	Employed	Bachelor	27	14014	60	Married	2	Rent	561	0.054693898833853255	4	1	0.14360511568241685	0	Education	0	33	6	5928	696	79895	6291	3580.3333333333335	0.9126483381448313	6	73604	0.262014	0.2950105317951568	449.1150318214637	0.28212876784884	0	50.0
543	2019-06-26	26	49548	504	Employed	High School	3	34399	36	Single	2	Mortgage	425	0.2736062537822916	2	1	0.31441391899567966	0	Debt Consolidation	0	20	15	2019	681	21562	62877	4129.0	0.7852720793471833	5	4708	0.26739899999999994	0.28021679131314126	1423.2689719814641	0.44763113877003247	0	55.0
544	2019-06-27	46	51051	584	Employed	Master	23	11511	36	Married	4	Other	235	0.35348670358805734	1	0	0.09112861821242499	0	Education	0	21	3	766	2025	116746	100689	4254.25	0.7465397841896246	5	16057	0.204511	0.21034417025336238	433.88113772125274	0.15722657054034267	0	53.0
545	2019-06-28	57	75017	542	Employed	Bachelor	34	20510	48	Single	1	Rent	1445	0.38393292984836336	2	1	0.3131593334811199	0	Home	0	21	13	4279	1387	106143	6086	6251.416666666667	0.6743975323836804	4	100057	0.24451	0.23276222849960387	660.4835211392527	0.3368010218173352	0	50.0
546	2019-06-29	18	26317	501	Employed	High School	0	38059	120	Married	2	Rent	223	0.09294660514330773	1	3	0.27097521827668497	0	Education	1	36	26	983	145	21478	75429	2193.0833333333335	0.8054779418840962	7	6179	0.342559	0.3685206947985764	1200.6383061723714	0.6491492067510908	0	59.0
547	2019-06-30	30	28620	504	Employed	Master	7	21662	60	Single	4	Mortgage	389	0.389013490546036	3	0	0.2777524632463959	0	Debt Consolidation	0	27	17	5290	2957	419060	29474	2385.0	0.8180897668761927	6	389586	0.27466199999999996	0.284158483081393	679.9089843576113	0.44817986765518286	0	48.0
548	2019-07-01	46	83580	541	Employed	Associate	23	8798	36	Single	0	Rent	414	0.14345788329029394	1	1	0.35946535326736206	1	Debt Consolidation	0	22	3	7601	1221	10329	10734	3664.5	0.7651684154862021	4	2198	0.223298	0.21502801113567754	333.74084560603893	0.20404989646774155	0	67.0
549	2019-07-02	37	39872	557	Employed	High School	14	42185	12	Married	4	Rent	269	0.10087946848169649	3	0	0.18334443862136024	0	Auto	0	29	14	2017	766	17039	54378	3322.6666666666665	0.7679094221221624	4	9672	0.228685	0.23739730694721797	3983.685071182365	1.2799012052113858	0	50.0
550	2019-07-03	44	100980	643	Employed	Master	22	36042	36	Single	1	Mortgage	370	0.3072519069591336	3	0	0.15540172119784287	0	Education	0	21	23	4140	289	67560	42694	8415.0	0.7888156997529607	8	24866	0.199542	0.1826612470732836	1307.8213389463585	0.19938459167514658	1	36.800000000000004
551	2019-07-04	32	33300	592	Employed	Bachelor	11	37515	48	Married	0	Mortgage	387	0.1477068575742701	6	3	0.27658587757811154	0	Education	1	24	10	43404	270	281277	6164	2775.0	0.6950520791724173	7	275113	0.236515	0.2441301686995767	1231.6394248953109	0.5832934864487607	0	52.0
552	2019-07-05	41	65680	564	Unemployed	Bachelor	19	60369	72	Single	0	Rent	486	0.10307803547684824	3	2	0.13505037831013775	0	Auto	0	19	2	2261	1730	161242	124058	5473.333333333333	0.8395860298659625	6	37184	0.293369	0.2346952	1569.9402935055796	0.3756285554516893	0	56.0
553	2019-07-06	38	48832	635	Employed	Master	15	43903	60	Single	3	Rent	580	0.02301721745472424	3	1	0.3782274677956486	0	Debt Consolidation	0	22	21	2097	7708	46623	6710	4069.3333333333335	0.8799317495139735	8	39913	0.23140300000000003	0.2498458387372414	1288.2143884266222	0.4590959342463849	0	51.0
554	2019-07-07	54	274161	595	Employed	Master	31	28413	60	Single	2	Mortgage	206	0.5079135660924881	3	1	0.5100979931095507	0	Other	0	20	24	4054	7205	89696	4332	22846.75	0.8911093576883087	3	85364	0.23591299999999998	0.20238124445740685	756.5402747224744	0.04213029313676888	1	44.0
555	2019-07-08	43	29315	548	Unemployed	High School	20	36063	60	Single	4	Mortgage	351	0.2104052281381726	2	2	0.18666952081453994	0	Auto	0	27	2	869	2760	32147	32069	2442.9166666666665	0.7459929535431032	5	4566	0.267063	0.21365040000000002	983.0452271220001	0.5460870791562	0	59.0
556	2019-07-09	44	44780	585	Unemployed	Master	22	35756	60	Single	1	Rent	684	0.5265979169466558	2	1	0.2574751619931346	0	Other	0	28	21	827	1400	151595	27402	3731.6666666666665	0.6999845527134483	6	124193	0.24825600000000003	0.27029946729277066	1092.4612500725334	0.4760503573218044	0	53.0
557	2019-07-10	35	24199	521	Employed	Associate	13	4920	24	Married	0	Rent	337	0.2540985964994201	4	1	0.4161818149381918	0	Home	0	22	29	18203	624	157363	57104	2016.5833333333333	0.7470257017135561	4	100259	0.21942	0.22677387684909484	256.8893143156394	0.2945027386167889	0	54.0
558	2019-07-11	34	112033	596	Employed	Associate	13	34995	60	Single	2	Other	308	0.1539586722150571	2	1	0.6410586349829295	0	Other	0	25	18	8724	1988	153981	9619	9336.083333333334	0.8739064492503195	7	144362	0.24199500000000002	0.2806091049656063	1090.8843432075878	0.14983631714308332	0	52.0
559	2019-07-12	34	115637	588	Employed	Doctorate	11	11315	60	Single	1	Own	259	0.5256369304114182	3	2	0.5742987527866653	0	Debt Consolidation	0	19	7	1755	2354	753438	47599	9636.416666666666	0.900901317219706	2	705839	0.22231499999999998	0.20065483923227365	300.1907195628626	0.0580289062735487	1	40.800000000000004
560	2019-07-13	44	43752	595	Employed	Bachelor	22	13313	48	Divorced	0	Own	457	0.2649069511916795	4	1	0.420697299965582	0	Home	0	29	6	26174	473	82798	152395	3646.0	0.8655295611102705	5	3140	0.210813	0.24347952100537149	436.59309649525187	0.24508861670193413	0	59.0
561	2019-07-14	34	84516	574	Self-Employed	Associate	11	41178	72	Single	0	Mortgage	769	0.13338266471803184	6	0	0.07785045167324607	0	Education	0	29	2	1427	915	29011	17053	7043.0	0.9356506819475707	8	11958	0.26917800000000003	0.2549372547298995	1121.7269405746856	0.2684547693560536	0	55.0
562	2019-07-15	43	63079	611	Employed	Bachelor	18	23063	84	Married	0	Other	449	0.4409464990939415	6	2	0.19830895607746	0	Auto	0	19	26	1045	432	41600	21142	5256.583333333333	0.9047725421333297	1	20458	0.242563	0.261166334328378	600.3282618083412	0.19962173055533688	0	48.0
563	2019-07-16	64	86330	636	Employed	Bachelor	43	13066	60	Married	1	Mortgage	254	0.13372067694386636	5	0	0.2194866828772236	0	Debt Consolidation	0	27	19	812	242	34926	17411	7194.166666666667	0.7012364000943734	6	17515	0.20006600000000002	0.16552721775379753	321.58967982109783	0.0800078322466486	1	37.6
564	2019-07-17	50	27549	571	Employed	High School	26	26843	36	Married	1	Rent	466	0.12565968627428187	4	1	0.4285731951307846	0	Other	0	22	1	1559	2765	33224	19487	2295.75	0.6313418027419392	5	13737	0.22634300000000002	0.2391252903228411	1051.8950351518824	0.6611761015580453	0	61.0
565	2019-07-18	36	65087	583	Employed	Master	13	16824	72	Single	0	Mortgage	695	0.3600194938494835	4	1	0.5490615745140796	0	Home	0	35	9	2463	702	122406	16042	5423.916666666667	0.6672509909927687	7	106364	0.240324	0.23346857061302617	436.27587635335357	0.2085717657326385	1	44.0
566	2019-07-19	54	171153	548	Employed	Master	27	19780	84	Married	2	Mortgage	447	0.2288282958792177	2	1	0.18509594242235522	0	Home	0	20	3	4124	747	72517	24131	14262.75	0.695876492414773	5	48386	0.27078	0.2733410158676325	530.5552660768587	0.06853904514044337	1	40.800000000000004
567	2019-07-20	35	125795	540	Employed	Bachelor	13	14743	84	Single	4	Rent	714	0.09918596365657148	2	1	0.08856964475748091	0	Home	1	24	25	1365	3438	16813	94261	10482.916666666666	0.9225072637958085	8	5729	0.269743	0.2756210896474135	397.6542430623069	0.1060443651714908	1	42.400000000000006
568	2019-07-21	18	64715	553	Employed	Bachelor	0	26826	96	Married	4	Own	586	0.13430368473217097	4	3	0.21585387295631353	0	Home	0	22	20	6103	822	100551	29674	5392.916666666667	0.6197184281334045	7	70877	0.28532599999999997	0.3379763541544418	811.9782642527937	0.2592248964078424	0	49.0
569	2019-07-22	27	68021	547	Employed	High School	4	25477	84	Married	1	Own	311	0.2206850944682852	3	0	0.1976435076905192	0	Auto	0	25	23	3943	4788	14858	15215	5668.416666666667	0.7998389565878896	7	10054	0.27697700000000003	0.23517470098795673	620.9146087940567	0.1644047471446859	0	50.0
570	2019-07-23	18	227026	570	Employed	Master	0	21516	60	Divorced	0	Rent	357	0.26717556075647	1	1	0.11721004373696578	1	Debt Consolidation	0	20	27	1273	241	7370	17832	18918.833333333332	0.8605271988740972	2	5641	0.241516	0.24414510344053814	624.1590718702527	0.051861499838974534	1	48.0
571	2019-07-24	35	73723	610	Employed	Associate	14	14338	60	Married	2	Rent	433	0.40493941721448445	1	1	0.08804847966514678	0	Debt Consolidation	0	11	12	3221	276	40141	29771	6143.583333333333	0.6963264048518818	9	10370	0.21433799999999997	0.21522832848227486	392.11986088118346	0.1343059605628393	0	48.0
572	2019-07-25	40	28024	540	Employed	High School	16	41317	24	Married	1	Mortgage	175	0.5660369817648445	6	0	0.3664677782661655	0	Home	0	20	25	5969	581	30443	14300	2335.3333333333335	0.7032119226161027	3	16143	0.24631699999999998	0.23068766036748822	2165.318724275506	1.0021347663183726	0	57.0
573	2019-07-26	60	178505	624	Employed	Doctorate	38	27743	12	Single	3	Mortgage	1228	0.45034832744833736	1	2	0.10457766000738435	0	Debt Consolidation	0	28	1	2681	2148	266242	31409	14875.416666666666	0.7442169949890062	6	234833	0.18074300000000001	0.19099133355289935	2558.012711532543	0.2545147336959218	1	36.800000000000004
574	2019-07-27	43	58472	568	Employed	Master	25	21879	96	Single	1	Mortgage	404	0.1789553759991997	2	0	0.37739409159579584	0	Debt Consolidation	0	29	6	9327	1481	102141	37940	4872.666666666667	0.8719938302215706	5	64201	0.272879	0.21833538864421206	483.75857491872165	0.1821915258418501	1	42.400000000000006
575	2019-07-28	37	61529	462	Unemployed	Bachelor	15	27348	12	Single	2	Rent	176	0.21635612738485635	5	1	0.5166138109248515	0	Home	0	20	5	3831	1456	50814	10871	5127.416666666667	0.6554457706131255	3	39943	0.261348	0.27924847577884826	2638.240341525605	0.5488612540152977	0	63.0
576	2019-07-29	49	45667	586	Employed	High School	29	15832	48	Divorced	5	Mortgage	775	0.06769770239763717	2	0	0.21552940811850985	0	Debt Consolidation	0	28	5	1052	3209	57755	19046	3805.5833333333335	0.943089513541497	6	38709	0.217832	0.26129196513240527	534.9638208816605	0.34422155715461766	0	54.0
577	2019-07-30	18	29145	595	Self-Employed	High School	0	21836	72	Married	0	Mortgage	344	0.3385080742590425	0	3	0.16590937831070052	0	Education	0	27	5	2668	976	52769	35582	2428.75	0.9021689935026626	5	17187	0.239336	0.25280581041176065	591.9652951015441	0.38536913848751175	0	57.0
578	2019-07-31	42	51631	522	Employed	Associate	16	21057	48	Single	1	Mortgage	575	0.23806987964071952	4	0	0.26862003442617033	0	Auto	0	25	14	5681	550	97876	90417	4302.583333333333	0.6656535320067475	3	7459	0.255057	0.2400645138035618	686.5719541472	0.29321267164622805	0	52.0
579	2019-08-01	49	90478	609	Employed	Bachelor	25	16052	84	Divorced	0	Mortgage	565	0.6474792902569393	1	1	0.42349085051529484	0	Home	0	29	9	773	2302	42029	8566	7539.833333333333	0.917694984667697	7	33463	0.236552	0.19698071122787517	353.5414060961932	0.12182516051586373	1	44.0
580	2019-08-02	22	68067	613	Employed	Bachelor	0	55965	96	Married	4	Other	810	0.31435216137192795	3	1	0.14300644775420054	0	Home	0	29	11	4342	435	118465	3401	5672.25	0.9317510451986567	9	115064	0.284465	0.28869437552317734	1499.4273802277553	0.4071448508489145	0	43.0
581	2019-08-03	53	82334	571	Employed	Bachelor	32	19842	36	Single	1	Own	689	0.4051250730694197	5	1	0.2996038640433753	0	Debt Consolidation	1	26	8	6367	695	223816	18895	6861.166666666667	0.9162887989506848	6	204921	0.219342	0.19801028233835505	735.3897509985309	0.20760168353271272	1	44.0
582	2019-08-04	44	41288	596	Employed	Bachelor	22	26599	60	Single	1	Mortgage	409	0.4719623768153713	1	0	0.12778534104518963	0	Other	0	25	27	1772	954	128130	26848	3440.6666666666665	0.7712981134435871	4	101282	0.233599	0.24330919138340612	770.3167375180046	0.34275820699031334	0	48.0
583	2019-08-05	35	18005	634	Self-Employed	Bachelor	15	41900	12	Single	4	Mortgage	432	0.1268247672847926	2	1	0.45474285312167745	1	Debt Consolidation	0	26	14	1210	601	135532	19389	1500.4166666666667	0.7278416126177776	5	116143	0.1899	0.20005666026937213	3881.4994203097667	2.874867705843777	0	65.0
584	2019-08-06	47	50061	614	Employed	Master	26	32043	48	Married	1	Mortgage	460	0.1389196038046707	2	1	0.30155996034561344	0	Home	0	24	28	5256	4552	98928	38903	4171.75	0.5891584862185665	2	60025	0.22004300000000002	0.20383931813699543	981.6467205917776	0.3455736131340031	0	48.0
585	2019-08-07	67	87371	509	Employed	Bachelor	46	27722	72	Divorced	0	Rent	907	0.1193500392668161	2	2	0.5564655762027361	0	Education	0	20	25	1128	976	74454	7937	7280.916666666667	0.8026251865356446	4	66517	0.288222	0.32359139607928944	876.6029484595437	0.24496955948214538	0	54.0
586	2019-08-08	42	18379	605	Self-Employed	Doctorate	22	16635	36	Divorced	2	Rent	556	0.2851410381982806	4	1	0.29452071667801877	0	Home	0	30	16	11150	205	73600	13311	1531.5833333333333	0.852286585643786	2	60289	0.199135	0.17487171375445465	597.1242401622452	0.7528968323601363	0	52.0
587	2019-08-09	42	51726	549	Employed	Master	17	28018	60	Married	0	Mortgage	346	0.2671594771127225	3	0	0.21294487227361927	1	Debt Consolidation	0	23	12	632	214	58195	26878	4310.5	0.679992423931761	8	31317	0.25851799999999997	0.2397587954503396	805.6286500000635	0.26716822874378	0	64.0
588	2019-08-10	34	47633	610	Employed	High School	16	19856	24	Married	5	Rent	425	0.18961896088193633	2	1	0.12506875530522435	0	Education	0	28	4	1798	332	287756	9735	3969.4166666666665	0.8345170157507908	5	278021	0.189856	0.20203593916455584	1012.5630170885191	0.362159767494431	0	44.0
589	2019-08-11	29	25959	596	Employed	Master	4	24977	72	Married	4	Mortgage	199	0.3944916435050647	2	1	0.29543083990012603	0	Other	0	22	9	4686	614	46919	11023	2163.25	0.9921601454622204	5	35896	0.241977	0.2055194512085644	606.2876266180648	0.37225823488642773	0	55.0
590	2019-08-12	49	72613	618	Employed	High School	24	17923	36	Divorced	3	Mortgage	745	0.29200576789327964	3	2	0.38391345401072485	0	Debt Consolidation	0	28	9	4716	159	37365	2067	6051.083333333333	0.8552925449650911	9	35298	0.193923	0.2170852150212777	681.7878284461349	0.23579047748135484	0	52.0
591	2019-08-13	29	107380	600	Employed	Doctorate	6	15479	96	Single	2	Other	447	0.39395795571764186	1	1	0.13164030635611773	0	Auto	0	27	20	2593	6986	65458	9557	8948.333333333334	0.9458773915041369	9	55901	0.250479	0.21950803793649948	343.4108596893266	0.08833051141992847	1	35.2
592	2019-08-14	40	170970	590	Employed	Bachelor	20	17011	120	Married	0	Other	948	0.2286742182597179	4	1	0.24467536650457905	0	Debt Consolidation	0	26	17	3617	839	152925	19627	14247.5	0.9813308233081536	5	133298	0.277011	0.3136619290836561	465.6984738405384	0.0992243182200764	1	36.800000000000004
593	2019-08-15	34	62296	625	Employed	Bachelor	15	16758	12	Married	0	Other	267	0.4885142578555629	2	0	0.050854025352433704	0	Other	0	26	9	14410	79	16424	51147	5191.333333333333	0.8308564306092702	5	8779	0.16925800000000002	0.15570311401480538	1517.0622759745838	0.343661668673671	1	39.2
594	2019-08-16	45	110989	593	Employed	Associate	24	9547	48	Single	1	Rent	428	0.1012077512740727	8	0	0.20874240943345493	0	Auto	1	21	24	4006	1488	47284	22265	9249.083333333334	0.7371729021391447	4	25019	0.208047	0.20941892381282748	295.3311892220371	0.07820571651843376	1	44.800000000000004
595	2019-08-17	44	24270	584	Employed	High School	20	34423	48	Single	3	Rent	546	0.06383916140418658	1	1	0.24718984489584206	1	Auto	0	20	15	771	8221	20338	20514	2022.5	0.6867985855485087	4	3256	0.23742300000000002	0.2541289001155281	1149.3092945097887	0.8382246202767806	0	65.0
596	2019-08-18	52	37808	543	Unemployed	High School	29	28006	36	Divorced	0	Rent	575	0.05332448894879321	0	2	0.14530951264079958	0	Debt Consolidation	0	23	14	2158	3951	8380	86710	3150.6666666666665	0.8655839457394071	10	9426	0.241506	0.24445337960739763	1105.3144964918542	0.5333203014680028	0	53.0
597	2019-08-19	33	73477	576	Self-Employed	Master	13	35572	48	Married	3	Own	515	0.23669782618866644	2	1	0.4547259010910599	0	Education	0	14	27	21314	3189	114417	9683	6123.083333333333	0.6701461577237015	4	104734	0.242572	0.24553903985029563	1170.6321236652177	0.2752913902851588	1	44.0
598	2019-08-20	36	30273	604	Employed	Associate	11	15092	48	Single	2	Own	467	0.30580818921462244	5	2	0.48809643502924843	0	Debt Consolidation	0	19	8	3454	3053	26231	27613	2522.75	0.733762610469344	9	9346	0.208092	0.20684260487232128	464.7750720218738	0.36934895333341544	0	55.0
599	2019-08-21	28	45303	631	Employed	Bachelor	2	19237	48	Married	1	Own	439	0.2605543407827361	2	1	0.5916915759350061	0	Home	0	24	9	7693	4406	161358	26047	3775.25	0.8243482874322305	6	135311	0.19873700000000002	0.2010684579289203	586.4845411510121	0.2716335451032414	0	53.0
600	2019-08-22	34	93598	540	Unemployed	Master	12	18760	36	Divorced	4	Rent	378	0.5921888470527664	4	1	0.5619735426949789	0	Auto	0	29	26	4096	5664	9760	3845	7799.833333333333	0.6914855758938573	4	5915	0.23376	0.25378259472336256	749.6525228087578	0.14457392544397416	1	48.800000000000004
601	2019-08-23	44	43325	572	Employed	High School	21	30431	60	Married	2	Rent	270	0.35352637987576774	1	0	0.681969817602472	0	Auto	0	20	25	817	466	14179	62030	3610.4166666666665	0.7802727394818766	6	7260	0.249431	0.2282863045831943	854.8706903093639	0.31156256857962766	0	59.0
602	2019-08-24	49	30386	586	Employed	Bachelor	30	9985	96	Single	0	Rent	1237	0.019293209505036612	4	0	0.48479313570594884	1	Education	0	22	21	23633	840	146289	75041	2532.1666666666665	0.8528815114453525	5	71248	0.251985	0.2782220460010001	260.3398529688158	0.5913275270067068	0	66.0
603	2019-08-25	28	30694	597	Employed	Associate	6	24056	36	Single	1	Mortgage	258	0.30716801117507936	2	2	0.16449921766728764	0	Home	0	25	16	866	735	118208	105749	2557.8333333333335	0.813318566250441	3	12459	0.210556	0.20935992364561806	905.5210367716882	0.4548853991418602	0	51.0
604	2019-08-26	50	40892	589	Employed	High School	26	33052	60	Married	2	Mortgage	176	0.13805044054265764	1	0	0.24891680599351507	0	Other	0	22	10	2284	388	34531	510771	3407.6666666666665	0.791088344640015	7	6686	0.243552	0.2531596221719185	976.251942157511	0.33813516839210933	0	52.0
605	2019-08-27	56	78126	604	Employed	Master	33	36331	48	Married	0	Other	745	0.036310904221935676	1	1	0.2916958005752821	0	Other	1	29	20	1282	193	174908	6430	6510.5	0.6596044329532433	9	168478	0.229331	0.22995018225703207	1164.3628515129733	0.2932743800803277	0	50.0
606	2019-08-28	44	39612	610	Employed	Bachelor	23	15354	48	Single	0	Rent	962	0.35168565010588615	5	0	0.058329352950613214	0	Education	0	25	5	13406	1221	58708	16967	3301.0	0.7908153638645649	3	41741	0.205354	0.2058924444683668	472.0616587042326	0.4344324927913459	0	50.0
607	2019-08-29	62	15000	554	Employed	High School	40	19053	72	Married	4	Rent	813	0.31809955063252504	2	1	0.06562699162723293	0	Home	0	22	12	1995	6028	220369	37384	1250.0	0.7489191874411327	6	182985	0.257053	0.25442002539791597	518.4137072156295	1.0651309657725037	0	48.0
608	2019-08-30	30	65391	551	Employed	Bachelor	8	20813	12	Married	0	Rent	515	0.11009269894618888	5	1	0.11325888259220851	0	Education	0	23	14	1799	1462	49546	32791	5449.25	0.8605663939102187	5	16755	0.210313	0.1761866178455931	1904.3605013677527	0.44398045627705696	0	49.0
609	2019-08-31	25	58653	451	Employed	Master	3	31899	24	Divorced	1	Rent	527	0.1517858008843752	1	2	0.22272764940758033	0	Debt Consolidation	0	18	6	810	1947	33095	10638	4887.75	0.7669356641331013	10	22457	0.281399	0.28906605156900966	1765.6588473973295	0.4690622162339174	0	53.0
610	2019-09-01	18	17186	493	Employed	High School	0	27782	108	Divorced	0	Other	664	0.4094859496333037	2	1	0.2908070344504991	0	Debt Consolidation	0	24	6	1686	397	40729	38928	1432.1666666666667	0.8690791108847093	5	1801	0.32628199999999996	0.2992216139350292	744.8505821675121	0.9837197129064439	0	57.0
611	2019-09-02	57	28997	583	Employed	Associate	38	26559	36	Married	0	Rent	192	0.3312892308242035	3	0	0.3135083527290281	0	Auto	0	19	4	7829	1360	79841	8246	2416.4166666666665	0.8334694701880482	4	71595	0.220059	0.17907269361001574	958.9364468235361	0.47629883649627325	0	57.0
612	2019-09-03	47	134094	648	Employed	Master	25	28507	48	Single	0	Own	145	0.02406283638878636	3	2	0.37808160554432035	0	Education	0	22	18	1324	431	138254	36531	11174.5	0.809446292721925	4	101723	0.19950700000000002	0.2222019933913877	901.5550944479932	0.09365565299995465	1	35.2
613	2019-09-04	39	45293	634	Employed	Master	16	22880	72	Single	3	Own	364	0.1599901152414478	3	1	0.24975487413681927	0	Education	0	26	21	28744	195	167204	10505	3774.4166666666665	0.8449719722327569	2	156699	0.22088000000000002	0.2487635305614564	614.5877939735453	0.2592686182783773	0	45.0
614	2019-09-05	43	75736	595	Employed	Bachelor	22	22222	12	Divorced	2	Rent	339	0.3247931828965091	2	1	0.2073315003565395	0	Other	0	31	26	4280	2587	15147	6905	6311.333333333333	0.7869308218228588	4	8242	0.189722	0.196695982693672	2055.0116588118135	0.3793194769428246	0	52.0
615	2019-09-06	26	46480	549	Unemployed	Associate	4	29007	48	Widowed	1	Own	280	0.1170177891333203	1	2	0.24449272722521342	1	Debt Consolidation	0	19	18	21602	2067	39793	12666	2367.1666666666665	0.9339046654696525	9	27127	0.249507	0.28146684785991777	1013.3923519686439	0.5463883765269213	0	67.0
616	2019-09-07	69	97919	534	Employed	Bachelor	47	39904	24	Married	0	Own	505	0.3938597711137596	3	2	0.4026752039847006	1	Debt Consolidation	0	29	17	2395	551	43433	25216	8159.916666666667	0.8472943930223802	4	18217	0.24790399999999999	0.22440717256964113	2078.8408014795336	0.3166503908103065	0	67.0
617	2019-09-08	41	33513	575	Employed	Bachelor	19	29342	60	Single	0	Mortgage	364	0.282977599360756	5	0	0.34257957195937977	0	Auto	0	22	27	2727	132	18096	7260	2792.75	0.8910212741115001	5	10836	0.246842	0.25262614409241246	865.749917266794	0.4403365561782451	0	55.0
618	2019-09-09	41	41344	517	Employed	High School	18	10944	36	Divorced	2	Mortgage	155	0.49117500310181883	5	3	0.5120405428635957	0	Other	0	20	28	2140	254	113568	18936	3445.3333333333335	0.6995571106364488	6	94632	0.23744400000000002	0.21349646447048298	414.28323228884403	0.16523313630674652	1	46.400000000000006
619	2019-09-10	48	55698	465	Employed	Bachelor	25	10087	36	Married	0	Rent	394	0.14794188897548521	6	3	0.06797670268460732	0	Home	0	26	13	2990	3821	40536	9417	4641.5	0.6252118989637909	3	31119	0.262587	0.2635317812430392	408.311619913368	0.17285610684334118	0	49.0
620	2019-09-11	45	17540	561	Employed	Bachelor	27	25819	60	Single	0	Mortgage	243	0.21189279901537209	3	1	0.30512403405302474	0	Debt Consolidation	0	21	14	4332	329	76943	7278	1461.6666666666667	0.837737348731185	9	69665	0.250319	0.21667183650064456	708.2155996906257	0.650774640609322	0	54.0
621	2019-09-12	42	62851	555	Employed	Master	18	19399	48	Married	3	Own	148	0.10220783005856035	0	1	0.0958629893347131	0	Home	0	27	14	1280	957	22910	60139	5237.583333333333	0.7709430851096833	6	9352	0.236899	0.26486304062943244	659.400658091648	0.1541551908020521	0	49.0
622	2019-09-13	30	27864	499	Employed	High School	8	37698	36	Single	0	Rent	329	0.09636283380562984	4	1	0.17097682337196798	0	Home	0	23	1	5024	4658	9712	24305	2322.0	0.8362230303321988	5	1940	0.273198	0.2886616678643341	1577.018331302274	0.8208519945315564	0	55.0
623	2019-09-14	45	83417	569	Unemployed	Associate	19	30023	84	Single	2	Other	980	0.5361135866950312	3	0	0.17045026829776658	0	Home	0	29	13	992	1237	154487	6388	6951.416666666667	0.6715505288555876	4	148099	0.270523	0.2715113521918926	801.7047576930029	0.25630815172346205	0	49.0
624	2019-09-15	62	68487	659	Unemployed	Bachelor	42	8489	60	Married	0	Other	347	0.32145000857648176	7	2	0.45693397509910205	0	Home	1	23	4	392	3451	9025	1191	5707.25	0.6228653336900666	5	7834	0.183989	0.18237719780957398	216.66409849395137	0.09876281895728263	0	62.0
625	2019-09-16	56	44238	595	Self-Employed	Bachelor	35	23345	72	Married	2	Mortgage	433	0.12832427105465574	1	0	0.38694229435753064	0	Debt Consolidation	0	25	5	324	2847	164007	200877	3686.5	0.8465675694574473	3	9443	0.240845	0.289014	685.8648942799587	0.3035032942574145	0	59.0
626	2019-09-17	59	113834	566	Employed	Bachelor	37	17034	108	Single	0	Own	303	0.2512148816176893	2	1	0.6279116156768897	0	Home	0	26	1	2666	10468	84243	12836	9486.166666666666	0.5668386309883969	1	71407	0.279034	0.23160679989043245	376.536659108202	0.07163448450637265	1	47.2
627	2019-09-18	33	15000	580	Employed	High School	10	26269	48	Single	1	Own	974	0.773982535989138	5	3	0.1173851120584007	0	Other	0	20	11	4295	855	133322	3845	1250.0	0.8114570463692363	7	129477	0.23126900000000003	0.1859953483357467	779.9058356841546	1.4031246685473238	0	50.0
628	2019-09-19	28	143624	578	Employed	High School	9	20862	72	Married	1	Own	414	0.15744004971686348	6	1	0.3461425823986446	0	Debt Consolidation	0	27	24	6039	718	168227	15860	11968.666666666666	0.839308625080286	3	152367	0.246862	0.25900243627359093	573.5424515966491	0.08251064877151305	1	37.6
629	2019-09-20	38	154460	632	Employed	Bachelor	17	35260	60	Divorced	1	Rent	314	0.2988980816008051	5	0	0.11948208817511392	0	Auto	0	23	1	1181	1320	38769	51126	12871.666666666666	0.7361648774093141	6	2983	0.22426000000000001	0.2353096169441487	1004.781799917001	0.10245618023439088	1	39.2
630	2019-09-21	40	40241	586	Employed	Master	16	28322	48	Married	0	Mortgage	456	0.13911953918495223	2	1	0.3402987717096951	0	Debt Consolidation	0	26	21	1863	4830	25822	17080	3353.4166666666665	0.7287078497167536	5	8742	0.230322	0.23606962529218253	917.2060342778224	0.40949460528649556	0	54.0
631	2019-09-22	53	87051	563	Employed	Bachelor	32	38590	72	Single	0	Other	519	0.3296560554663879	1	2	0.4125577176924094	0	Home	0	19	22	1276	2086	14131	31049	7254.25	0.9222044392771306	5	10697	0.27209	0.30535762563028945	1174.3091688428947	0.2334230511552393	0	55.0
632	2019-09-23	19	64805	531	Employed	Bachelor	0	40080	96	Widowed	3	Rent	103	0.39073914774764695	1	1	0.18846510692655538	0	Home	0	18	12	411	3423	58371	4817	5400.416666666667	0.8958591080600491	3	53554	0.30958	0.29859216879549016	1101.338219696868	0.22300838880275312	0	48.0
633	2019-09-24	58	15692	683	Employed	Doctorate	36	13545	48	Divorced	0	Own	443	0.43079285759161645	2	1	0.33753960410840667	0	Home	0	24	12	8262	632	55631	10297	1307.6666666666667	0.7213588019482661	5	45334	0.167045	0.15143013023902305	377.9501497718575	0.6277977184082519	0	51.0
634	2019-09-25	38	44243	485	Employed	Associate	17	53994	24	Single	1	Mortgage	308	0.5096067131192672	0	2	0.3489975340743908	0	Debt Consolidation	0	30	25	1052	5710	26611	20989	3686.9166666666665	0.7007821289598666	5	5622	0.286494	0.26571608857379336	2924.4925802984285	0.8767468517862971	0	56.0
635	2019-09-26	34	19199	604	Self-Employed	Bachelor	10	22750	48	Married	0	Mortgage	340	0.2149206968804788	2	1	0.4039800135031148	0	Auto	0	21	21	2881	2741	75498	48696	1599.9166666666667	0.7702133991107089	5	26802	0.21575	0.20610312272810855	699.7099137737805	0.6498525425952063	0	58.0
636	2019-09-27	27	15000	579	Employed	High School	1	29452	48	Married	0	Mortgage	827	0.2865515686012157	3	0	0.17880011113601924	0	Home	1	23	1	1114	269	130431	6568	1250.0	0.8343325284208382	2	123863	0.23495200000000002	0.23094831814749656	945.5108354135463	1.418008668330837	0	58.0
637	2019-09-28	20	42675	612	Employed	Master	0	12555	96	Married	0	Mortgage	647	0.36988736672346856	3	2	0.2751181507024675	0	Debt Consolidation	0	32	16	1746	204	84874	26683	3556.25	0.9146579106339209	3	58191	0.24155500000000002	0.20669943647707373	268.336427714378	0.2573880991815474	0	48.0
638	2019-09-29	49	44015	640	Employed	Bachelor	24	41211	48	Married	2	Other	382	0.038310454643071805	2	1	0.07837837188073352	0	Debt Consolidation	0	31	20	3810	780	38226	22710	3667.9166666666665	0.6811401667421174	6	15516	0.21621100000000001	0.24505973097775816	1355.1077407723346	0.47359520366393315	0	47.0
639	2019-09-30	40	88296	512	Self-Employed	Associate	14	21632	24	Single	3	Own	225	0.2758736990483378	3	0	0.201600201059871	0	Home	0	27	14	1746	2808	45215	221282	7358.0	0.8195619694461509	3	3845	0.24063199999999998	0.23690487414555053	1140.3685845368022	0.18556246052416447	1	43.2
640	2019-10-01	24	29791	549	Employed	High School	3	32626	96	Married	3	Mortgage	431	0.10138440789700245	8	0	0.44419146889527183	0	Home	0	21	17	2964	2121	132410	39855	2482.5833333333335	0.9154574113166564	8	92555	0.293126	0.2880340317115309	872.6369881725916	0.5251130830811688	0	55.0
641	2019-10-02	24	31740	471	Employed	Associate	0	47075	36	Widowed	0	Mortgage	484	0.2177326963868752	5	3	0.4759817766334124	0	Home	1	25	15	9582	617	41697	29286	2645.0	0.8339177259321275	6	12411	0.29657500000000003	0.2898135446954456	1972.2341152773008	0.9286329358326278	0	63.0
642	2019-10-03	35	94036	616	Employed	High School	16	49258	24	Married	3	Own	526	0.4747148187841213	1	0	0.7477666683265664	0	Education	0	23	15	10086	820	21733	39070	7836.333333333333	0.7373180755371213	3	5697	0.216258	0.20482441588297384	2518.6499015829318	0.3885299121506145	0	55.0
643	2019-10-04	60	48350	641	Employed	Associate	37	13081	60	Married	1	Rent	157	0.2479177815283629	0	2	0.28578843868016074	0	Home	0	17	24	12105	885	19183	12869	4029.1666666666665	0.7059413139613547	9	6314	0.197581	0.22694920267188148	366.47033024453793	0.12992024742367023	0	50.0
644	2019-10-05	36	39711	626	Self-Employed	Doctorate	14	22891	48	Married	4	Mortgage	786	0.03243036641388036	1	1	0.2586171075423545	0	Other	0	28	13	1185	1910	156006	27947	3309.25	0.7310698729285237	4	128059	0.20489100000000002	0.225185056072828	727.6647064707116	0.4574041569753605	0	48.0
645	2019-10-06	21	60284	497	Employed	High School	0	21401	24	Single	1	Mortgage	324	0.1450943486839533	4	1	0.08650206868758258	0	Other	0	33	16	1513	399	68851	12930	5023.666666666667	0.8772863534998117	4	55921	0.24790099999999998	0.2785158180509332	1173.0508061306261	0.29799962964580173	0	47.0
646	2019-10-07	37	80125	642	Unemployed	Bachelor	12	9578	120	Married	0	Own	207	0.17805451436529213	8	1	0.17543673583720062	0	Other	0	30	6	6925	1049	119544	11297	6677.083333333333	0.8145049972008538	6	108247	0.24357800000000002	0.2330475801394434	206.5516609934612	0.061935974189348326	1	36.800000000000004
647	2019-10-08	36	44970	587	Employed	High School	12	40175	84	Married	1	Own	368	0.1907345258904999	4	0	0.38546763569472015	0	Home	0	31	17	7059	1482	26183	13320	3747.5	0.6754129617846301	6	12863	0.271675	0.29050044543698	1123.1721116275114	0.39791117054770153	0	54.0
648	2019-10-09	18	63764	565	Employed	Bachelor	0	23507	24	Single	2	Other	359	0.16272769109276067	2	0	0.4523555064920506	0	Other	0	26	28	2150	3072	20660	20805	5313.666666666667	0.7918391879217658	6	4310	0.21600699999999998	0.227672531062588	1228.4246943203473	0.29874374775491136	0	55.0
649	2019-10-10	39	22669	604	Employed	Bachelor	15	14958	36	Married	2	Mortgage	426	0.3891629388997112	3	1	0.10880993470112589	0	Education	0	19	14	6549	1888	19757	41408	1889.0833333333333	0.6873670066523895	6	9878	0.197958	0.2099637008413175	563.5157798204536	0.5238073738517555	0	49.0
650	2019-10-11	37	29503	576	Employed	High School	14	18886	60	Married	4	Mortgage	527	0.8533589544452111	4	1	0.2515716286285745	0	Debt Consolidation	0	27	27	16163	1695	291811	9046	2458.5833333333335	0.8251823539852967	5	282765	0.23588599999999998	0.23602541509718372	538.9635595160019	0.433568203714606	0	51.0
651	2019-10-12	48	167579	623	Employed	Master	26	12674	60	Married	1	Mortgage	1230	0.2786421530488183	1	0	0.2320998344172937	0	Home	0	24	27	7317	678	43377	171991	13964.916666666666	0.8468458224461148	5	8655	0.20617400000000002	0.2474088	370.07579538161406	0.11457825589470859	1	37.6
652	2019-10-13	62	15000	577	Employed	Bachelor	37	27612	24	Single	1	Rent	310	0.2919804167859226	2	0	0.27531768348529634	0	Auto	0	24	4	948	399	64227	3026	1250.0	0.9588479425800497	7	61201	0.214112	0.2020381706227753	1408.0857101563054	1.3744685681250444	0	55.0
653	2019-10-14	53	38978	624	Employed	Doctorate	27	16179	60	Married	5	Rent	437	0.46032634109323023	4	1	0.17649115462099854	0	Education	0	26	5	1062	1782	39861	73163	3248.1666666666665	0.6791853210003894	9	4136	0.209179	0.2081023228621521	435.97098456613077	0.26875806390254936	0	51.0
654	2019-10-15	36	19546	501	Employed	High School	14	19910	120	Single	0	Mortgage	136	0.04407400901501244	4	0	0.16176947769664068	0	Home	0	22	18	5440	739	24278	83305	1628.8333333333333	0.7905923631053984	5	3378	0.32441	0.3239594946643777	560.4238533224204	0.4275599222280285	0	51.0
655	2019-10-16	26	43237	548	Employed	Associate	3	18672	48	Divorced	2	Own	370	0.022534058379398973	5	0	0.09425496919739848	1	Auto	1	18	24	16493	692	17185	42372	3603.0833333333335	0.9328637232944903	10	4746	0.239672	0.20778322204995747	575.967464459317	0.26254387615958097	0	68.0
656	2019-10-17	70	114947	661	Employed	Doctorate	47	46798	36	Single	2	Mortgage	493	0.21769309025548633	2	0	0.01173955563303146	0	Debt Consolidation	1	22	19	4653	534	5187	15398	9578.916666666666	0.9187342576358984	3	10808	0.201298	0.2041963525800046	1749.2036506055877	0.23407695552965324	0	49.0
657	2019-10-18	40	98180	564	Employed	Master	21	14484	60	Single	2	Mortgage	604	0.22002652343385531	7	1	0.23620164419658995	0	Debt Consolidation	0	34	29	1199	2162	258872	30865	8181.666666666667	0.8699368529201745	3	228007	0.23748399999999997	0.22800955046855612	406.6561109966339	0.1235269233240946	1	37.6
658	2019-10-19	40	43176	643	Self-Employed	Master	18	18143	24	Married	1	Mortgage	185	0.14811610447869075	3	1	0.3940728285944666	0	Debt Consolidation	0	23	18	6246	1841	105567	33647	3598.0	0.8586661545136629	7	71920	0.171643	0.18274825989263183	908.1840213509978	0.30383102316592486	0	52.0
659	2019-10-20	39	27380	616	Employed	Bachelor	13	16602	72	Married	1	Rent	348	0.06056179787436323	3	1	0.14264767305233392	0	Education	0	27	12	6263	2276	26359	7565	2281.6666666666665	0.8752939583049746	11	18794	0.22360200000000002	0.17888160000000003	377.6060492040986	0.3180157995050834	0	48.0
660	2019-10-21	42	21588	508	Employed	Bachelor	21	22746	36	Married	2	Rent	898	0.10895380456287222	4	1	0.42993406746552826	0	Education	0	18	20	6526	560	122258	38122	1799.0	0.8763866356802793	4	84136	0.253746	0.3044952	971.2123941786745	1.039028568192704	0	55.0
661	2019-10-22	38	49512	467	Employed	Master	11	25407	48	Married	0	Rent	833	0.032736846425653894	1	0	0.08810898180849325	0	Other	0	23	28	2595	2338	81898	38928	4126.0	0.7384609051431589	4	42970	0.28690699999999997	0.25223272463230434	845.5901475392839	0.40683231884131943	0	50.0
662	2019-10-23	33	139885	573	Employed	High School	8	17616	24	Married	4	Other	894	0.15909488107014555	8	0	0.28694167576698865	0	Home	0	24	27	1595	410	15065	21614	11657.083333333334	0.6671811216814809	7	5257	0.206116	0.17032682177225475	871.2515854794999	0.15143166905496658	1	39.2
663	2019-10-24	33	35355	505	Unemployed	Bachelor	10	21412	24	Divorced	4	Rent	298	0.08033167072274372	2	1	0.47029718104637086	0	Debt Consolidation	0	22	19	10637	2001	35054	106290	2946.25	0.5449227024704245	5	9251	0.243912	0.2465014572265325	1139.0358856582886	0.48775083094044586	0	59.0
664	2019-10-25	39	44765	575	Self-Employed	Master	15	18618	48	Married	1	Mortgage	254	0.30487895616148986	4	0	0.7696086152153215	0	Home	0	17	13	3420	1836	9559	34364	3730.4166666666665	0.8403900671939009	8	4129	0.226118	0.25240858296957397	619.8231361466904	0.23424277077538894	0	62.0
665	2019-10-26	33	51765	556	Employed	High School	12	10629	48	Married	2	Rent	404	0.11697791493313303	1	1	0.1955300270613699	0	Auto	0	32	13	5608	2027	242352	42892	4313.75	0.9330279638605871	6	199460	0.227629	0.25844764975626	357.45357732076053	0.17651778089151215	0	45.0
666	2019-10-27	31	33605	558	Employed	High School	9	26551	36	Married	5	Rent	410	0.3192329046151752	3	1	0.2984293545712194	0	Home	0	27	26	1682	12045	460604	12432	2800.4166666666665	0.757578749500899	8	448172	0.23255099999999998	0.206344683875346	995.334603475366	0.5018305383634695	0	47.0
667	2019-10-28	41	91706	518	Employed	Associate	16	39269	36	Single	2	Mortgage	253	0.29251789069197603	4	4	0.47606724248773563	0	Auto	1	24	8	5985	700	118930	8433	7642.166666666667	0.8238182795460315	3	110497	0.265269	0.24996095750956202	1561.24751756707	0.23739962718693258	0	58.0
668	2019-10-29	36	128392	649	Employed	Master	15	27330	48	Widowed	3	Rent	313	0.559848686183657	5	2	0.478693572551838	0	Auto	0	29	7	7038	1286	189694	9173	10699.333333333334	0.9693604818410558	6	180521	0.19783	0.237396	887.0783547475444	0.11216384398537706	1	39.2
669	2019-10-30	58	109042	608	Employed	Bachelor	33	11483	84	Divorced	0	Other	361	0.08331310363163937	3	0	0.4409331669013224	0	Home	0	25	3	4270	1185	44389	31838	9086.833333333334	0.8174961861583727	4	12551	0.232483	0.23291481459733177	278.22930118745654	0.07034676192888499	1	43.2
670	2019-10-31	18	73648	460	Employed	Bachelor	0	35106	120	Married	1	Mortgage	660	0.2632667335486056	5	3	0.3182673497643641	0	Home	0	31	21	600	413	107524	4652	6137.333333333333	0.9530749489205362	9	102872	0.36010600000000004	0.39244122921848007	1172.7547381370764	0.29862395255329294	0	50.0
671	2019-11-01	53	42478	552	Employed	Master	33	10463	72	Widowed	2	Other	597	0.3835069096912949	5	0	0.13883517951018015	0	Education	0	23	6	1789	3632	27296	30757	3539.8333333333335	0.9722119508837066	7	5996	0.249463	0.22187332409524432	264.0593692655907	0.24324856234255587	0	53.0
672	2019-11-02	54	25911	571	Employed	Associate	28	10751	60	Single	4	Rent	544	0.3215814287810261	2	1	0.30858594675239387	0	Home	0	18	25	4872	838	15047	65767	2159.25	0.8418480819955592	5	5576	0.23025100000000004	0.24489214335076073	312.34476894720456	0.3965936176668772	0	56.0
673	2019-11-03	18	27112	432	Employed	Master	0	32743	72	Divorced	0	Mortgage	821	0.5317120832494998	1	1	0.3454019959641869	0	Home	0	16	17	14969	2120	48699	8253	2259.3333333333335	0.794939537159921	4	40446	0.331743	0.3788359772676831	1157.134465139115	0.8755390078809892	0	57.0
674	2019-11-04	35	54015	612	Employed	High School	14	13313	60	Single	3	Mortgage	298	0.1964207152309007	1	2	0.24549948368289695	0	Auto	0	25	6	13453	143	80818	3399	4501.25	0.7546043677296802	4	77419	0.21231299999999997	0.20289940178383706	354.86425692153625	0.14504065691119938	0	48.0
675	2019-11-05	35	32033	585	Employed	Bachelor	10	24194	12	Divorced	2	Mortgage	302	0.44801980007793657	4	1	0.3599841568782426	0	Debt Consolidation	0	23	21	3257	162	127782	80487	2669.4166666666665	0.9109573036591833	5	47295	0.196694	0.225888348316503	2271.2843836315838	0.9639875317197579	0	56.0
676	2019-11-06	23	52574	521	Employed	High School	0	8404	60	Widowed	1	Own	445	0.3630234857579972	8	0	0.32720697687822553	0	Home	0	23	6	2647	978	18865	18144	4381.166666666667	0.7988919934698964	5	2994	0.252904	0.27472860823355105	258.9993435468561	0.1606876426096982	0	56.0
677	2019-11-07	30	47517	514	Employed	High School	6	23102	60	Married	2	Rent	288	0.47732917770771643	5	1	0.16791557897392456	0	Home	0	25	22	1067	3491	137641	30276	3959.75	0.915895309861808	5	107365	0.271102	0.2881167213269054	730.6541870533962	0.25725214648737826	0	48.0
678	2019-11-08	26	15000	580	Employed	High School	5	10046	72	Married	2	Mortgage	1281	0.04738124408116425	4	1	0.3584207083228082	0	Home	0	28	10	2588	384	36877	19060	1250.0	0.9090700471679014	3	17817	0.235046	0.2309658950784323	258.99723538958904	1.2319977883116713	0	55.0
679	2019-11-09	61	113474	584	Employed	Associate	39	14794	48	Single	1	Rent	216	0.017973137687319608	2	0	0.3147978939304952	1	Debt Consolidation	0	19	7	2338	1939	83363	13592	9456.166666666666	0.7722870836188744	6	69771	0.21779400000000002	0.23700414007372464	479.86462215599187	0.0735884472731366	0	63.0
680	2019-11-10	51	49531	658	Self-Employed	Master	28	29662	84	Widowed	0	Rent	320	0.47467632013262495	4	0	0.42566663245472436	0	Education	0	33	3	2483	1026	40624	10232	4127.583333333333	0.8021075632537961	9	30392	0.225662	0.22530273770218986	704.6044459399385	0.24823349722959892	0	58.0
681	2019-11-11	55	95184	567	Employed	Bachelor	31	26760	12	Married	1	Other	330	0.42229927891183067	6	0	0.07761834490585344	1	Other	0	21	29	1435	306	195459	10279	7932.0	0.8647396313655644	5	185180	0.20826	0.18863814486228464	2464.371087668375	0.3522908582537033	1	46.400000000000006
682	2019-11-12	48	30046	605	Employed	High School	27	13814	60	Married	1	Own	134	0.06729715487437068	6	1	0.5219683314314341	0	Auto	0	19	22	3072	910	12542	22641	2503.8333333333335	0.9483661611299111	4	6190	0.216314	0.2270447982697971	387.08130326459565	0.20811341407092945	0	55.0
683	2019-11-13	26	28744	544	Employed	Doctorate	3	12170	84	Single	2	Rent	530	0.25537400991026443	1	1	0.3353247402309206	0	Home	0	17	1	7807	22896	126313	84869	2395.3333333333335	0.91821608205856	7	41444	0.26517	0.24999754018953033	308.0406948041814	0.3498639137785338	0	60.0
684	2019-11-14	33	20725	495	Employed	High School	10	18023	120	Widowed	4	Rent	968	0.4981302112033728	2	5	0.17339437472114014	0	Debt Consolidation	0	28	15	2067	401	30961	86942	1727.0833333333333	0.9824538357615823	3	10017	0.325523	0.3580969470272995	554.0925037465997	0.8813080841958599	0	53.0
685	2019-11-15	45	25324	553	Employed	Doctorate	20	14075	60	Widowed	2	Mortgage	596	0.3008546769262899	6	2	0.13824194536361314	0	Home	1	22	22	1118	26657	168916	24125	2110.3333333333335	0.8493355570579513	4	144791	0.24257499999999999	0.23206722493468587	398.45435360020576	0.47123093678733485	0	54.0
686	2019-11-16	25	21031	564	Unemployed	Master	1	33692	24	Divorced	1	Mortgage	659	0.13832284842436926	4	1	0.5079226986974409	0	Other	0	23	2	2865	1426	21469	112864	1752.5833333333333	0.8044082925232363	5	1386	0.22669199999999998	0.2489497302157127	1796.4183211072425	1.4010279993004093	0	66.0
687	2019-11-17	48	74876	615	Employed	Bachelor	29	26826	12	Divorced	2	Rent	385	0.1315827998737063	2	1	0.2686823451015472	0	Other	0	23	27	9915	1473	11388	36316	6239.666666666667	0.745557421598192	8	8630	0.184326	0.1867414749282617	2468.0224249989633	0.45723955740140443	0	48.0
688	2019-11-18	37	25003	613	Employed	High School	15	17505	36	Single	0	Mortgage	905	0.2966522801804847	0	3	0.15535085598755644	0	Home	0	18	27	1203	570	23530	7224	2083.5833333333335	0.8976556963718617	7	16306	0.19600499999999998	0.2227761516337969	671.0405470221591	0.756408693527413	0	49.0
689	2019-11-19	35	67123	570	Employed	Bachelor	14	25746	48	Single	1	Rent	440	0.1387730317109803	1	1	0.24868243986292957	0	Debt Consolidation	0	23	25	2825	668	36682	15561	5593.583333333333	0.8696688426466124	3	21121	0.235746	0.23342196841724366	830.0316542763295	0.22705153004657053	0	51.0
690	2019-11-20	48	62946	603	Employed	Master	24	16992	60	Married	1	Other	604	0.09632497127994612	2	2	0.3503680502184463	0	Home	0	22	25	5850	937	19775	69475	5245.5	0.6811188112131807	6	9088	0.22049200000000002	0.21295009781376076	462.51500932636037	0.2033199903395978	0	50.0
691	2019-11-21	45	73372	615	Employed	Associate	21	40928	36	Married	2	Other	434	0.04312377969697066	3	1	0.3873377069732293	0	Other	0	31	24	1249	1274	72078	71234	6114.333333333333	0.6284618294058313	3	1878	0.21842799999999998	0.18941697770817553	1499.0514094371376	0.31615080566490833	0	50.0
692	2019-11-22	35	19084	455	Unemployed	High School	12	20050	60	Married	5	Mortgage	414	0.34728317215805576	2	1	0.3603365278383777	0	Auto	0	19	19	1005	2158	85927	122204	1590.3333333333333	0.7338934046100805	7	4507	0.29755	0.2456115784209116	583.3468169981111	0.6271306751193321	0	59.0
693	2019-11-23	53	125742	678	Employed	Master	31	11847	72	Single	1	Mortgage	359	0.298487370521304	4	0	0.5278245425274527	0	Education	0	22	6	814	998	72453	36018	10478.5	0.9453254321933665	6	36435	0.187847	0.17632976991694355	267.7516661627279	0.05981310933461161	1	41.6
694	2019-11-24	27	28965	562	Employed	Bachelor	4	13218	36	Single	2	Rent	223	0.44942614775882855	2	3	0.2972952929202523	0	Auto	0	34	3	739	582	198242	14731	2413.75	0.7713886352862804	6	183511	0.217218	0.24389126582037413	521.284298586297	0.3083518585546544	0	54.0
695	2019-11-25	47	15000	609	Employed	High School	24	8882	48	Married	0	Rent	307	0.31561194362120476	7	0	0.23638258699786122	0	Debt Consolidation	1	30	14	1060	586	238276	7517	1250.0	0.7749863565835261	7	230759	0.199382	0.2219460935528651	280.7762306519698	0.4702209845215759	0	53.0
696	2019-11-26	47	82837	528	Employed	Master	26	14624	72	Single	1	Own	358	0.17155865490850494	4	1	0.24428565274238187	0	Education	0	22	8	10880	1771	38298	16225	6903.083333333333	0.8667581057161275	9	22073	0.26562399999999997	0.26399435867556664	406.5796612612616	0.11075915273531321	1	40.800000000000004
697	2019-11-27	36	35542	614	Employed	Master	16	14225	120	Single	3	Mortgage	760	0.021309693548724386	4	1	0.23079021919028045	0	Education	0	25	23	4678	2619	58994	7729	2961.8333333333335	0.7975905235908791	9	51265	0.262225	0.26915984202444204	343.0153866854158	0.37240967419461446	0	47.0
698	2019-11-28	43	127305	607	Self-Employed	Associate	25	12205	36	Single	0	Rent	159	0.2704232342887016	4	1	0.2593320915467118	0	Other	0	29	9	498	514	13467	218676	10608.75	0.9217083001158056	4	9433	0.193705	0.21279281873367775	461.5761764061229	0.05849663498584874	1	40.800000000000004
699	2019-11-29	24	41674	545	Self-Employed	High School	0	18773	48	Married	1	Other	115	0.41322247968182596	3	2	0.49672584411540055	0	Education	1	25	4	2053	559	24372	53978	3472.8333333333335	0.8031441745919989	2	1129	0.24127300000000002	0.2580434226209876	630.9102404076716	0.21478434719230358	0	70.0
700	2019-11-30	51	48370	598	Employed	Bachelor	28	18301	12	Married	3	Rent	369	0.045257394548087894	3	1	0.19590722812683092	0	Home	0	20	7	1463	548	81606	27813	4030.8333333333335	0.9132743157635225	3	53793	0.18430100000000002	0.17325133607664384	1671.9632772243551	0.5063377987738735	0	49.0
701	2019-12-01	37	51737	499	Employed	Associate	14	34832	60	Single	2	Other	723	0.027337668323293225	2	0	0.3519139285813494	0	Auto	0	27	8	3947	178	51075	4705	4311.416666666667	0.655214743644377	9	46370	0.290332	0.288451048169227	1102.350439180725	0.42337602238569494	0	54.0
702	2019-12-02	33	28795	544	Unemployed	High School	8	9774	12	Divorced	4	Mortgage	504	0.3615122942481128	7	0	0.4322692613032872	0	Education	0	19	16	1882	5946	89481	18275	2399.5833333333335	0.7801330933791285	3	71206	0.202774	0.2128907525060471	911.4505960767676	0.5898734902907175	0	59.0
703	2019-12-03	52	203812	692	Employed	Master	32	26006	72	Married	2	Mortgage	267	0.24831444634429395	5	1	0.13197396054770288	0	Home	0	18	26	3876	2342	339541	12791	16984.333333333332	0.7708036330521274	5	326750	0.195006	0.18193583402531796	595.9889248312	0.05081088011488235	1	28.8
704	2019-12-04	31	43385	518	Employed	Doctorate	12	25064	48	Divorced	1	Mortgage	244	0.22912816925213733	6	1	0.3914908793089521	0	Auto	0	30	19	1128	1178	203827	48321	3615.4166666666665	0.6406864775879995	5	155506	0.261064	0.2600438240401103	845.1523778909024	0.3012522423577464	0	51.0
705	2019-12-05	23	51536	468	Employed	Associate	0	51461	36	Single	0	Other	346	0.3799290348126696	3	1	0.2536093412208208	0	Education	0	31	18	2526	3791	11274	24015	4294.666666666667	0.7357721652474233	10	1705	0.302461	0.2756317122539716	2116.485319501514	0.5733821762266798	0	52.0
706	2019-12-06	21	24309	571	Employed	Bachelor	0	19833	60	Divorced	4	Mortgage	146	0.18204472373003977	6	1	0.23648800161426	0	Home	0	26	13	1570	1964	9788	16743	2025.75	0.8111692760207251	6	5464	0.23933300000000002	0.2836483334161803	621.8892619275197	0.37906417965075634	0	53.0
707	2019-12-07	47	49015	586	Self-Employed	High School	28	14181	36	Single	1	Other	448	0.33893670494246053	5	1	0.37116154272938556	0	Home	0	30	12	6434	128	56994	29616	4084.5833333333335	0.8226854736067281	3	27378	0.206181	0.19432991164267052	522.9287428181755	0.23770570057774365	0	58.0
708	2019-12-08	24	19472	568	Employed	Associate	1	41426	60	Single	1	Rent	711	0.3085856432478883	1	1	0.45386801131281507	0	Auto	1	24	4	4113	692	50657	39652	1622.6666666666667	0.8541032714569452	5	11005	0.262426	0.24225304139395623	1197.1654035760494	1.175944168185733	0	67.0
709	2019-12-09	61	55285	572	Employed	High School	39	18458	48	Married	0	Rent	324	0.4248068619548197	3	3	0.6616841120315187	0	Education	0	24	25	4639	1737	11400	12790	4607.083333333333	0.8847693043169497	8	4622	0.22745800000000002	0.2322217028156259	593.855104717787	0.199226937806158	0	59.0
710	2019-12-10	18	35163	508	Self-Employed	High School	0	22210	24	Single	1	Own	190	0.33482233703985	2	0	0.4818666751252691	0	Home	1	26	11	3303	2282	56390	9517	2930.25	0.7458924251562745	1	46873	0.24321	0.25697794126115214	1193.1715538463238	0.47203192691624396	0	66.0
711	2019-12-11	60	88183	594	Employed	Bachelor	38	26181	60	Divorced	0	Rent	433	0.3286749638860086	5	1	0.24042746095048198	0	Home	0	17	29	7167	1114	28093	7417	7348.583333333333	0.8838679162863028	1	20676	0.23418100000000003	0.25805584308534546	780.8609007048836	0.16518298094256947	0	51.0
712	2019-12-12	42	74368	569	Self-Employed	Master	24	10428	60	Married	2	Rent	176	0.05027506307298469	1	4	0.39893332073924176	0	Education	0	28	23	2153	482	16734	22376	6197.333333333333	0.8340319666531955	4	4336	0.23092800000000002	0.22050624094868485	288.31024624439544	0.0749209734688676	1	44.800000000000004
713	2019-12-13	38	46023	513	Unemployed	Associate	17	11123	96	Single	3	Own	438	0.4410023626804056	6	5	0.7677753290409536	0	Other	0	20	1	2699	705	58283	4818	3835.25	0.8783797536738794	8	53465	0.289623	0.27198252605384665	285.28414007841036	0.18858852488844544	0	65.0
714	2019-12-14	33	157892	590	Self-Employed	Bachelor	12	11082	60	Divorced	5	Own	431	0.6169718426450739	2	1	0.11999591379460928	0	Home	0	27	7	5470	1758	16433	34825	13157.666666666666	0.5420367922617295	4	8928	0.221082	0.24424710282761308	321.54436106222704	0.057194362809684623	1	43.2
715	2019-12-15	44	55320	650	Employed	High School	20	35561	72	Married	1	Own	485	0.12401487389704986	3	0	0.15825918747171397	0	Home	0	18	23	1118	1041	75809	238240	4610.0	0.8872101064220336	5	1841	0.225561	0.2212457564719649	896.1416625858188	0.29959688993184785	0	43.0
716	2019-12-16	39	53023	471	Unemployed	Bachelor	17	34505	48	Single	0	Own	595	0.24291441312179052	2	2	0.684704790231627	0	Auto	0	20	19	1328	1186	40126	4123	4418.583333333333	0.5921175415769169	0	36003	0.29400499999999996	0.2852051476301822	1212.8724533947245	0.40915205553696876	0	61.0
717	2019-12-17	53	44932	525	Employed	Associate	29	28847	120	Single	0	Mortgage	622	0.3356969035194097	4	0	0.11500228271947195	0	Auto	1	23	14	908	158	127302	19473	3744.3333333333335	0.8335373071925621	1	107829	0.32134700000000005	0.34046186884001667	847.9788543896	0.3925876046620493	0	53.0
718	2019-12-18	41	37463	492	Employed	High School	23	21212	36	Married	0	Rent	308	0.1542271200946079	2	1	0.3052024218981843	0	Auto	0	34	6	3281	1143	228267	13651	3121.9166666666665	0.9181917034833292	5	214616	0.260212	0.2081696	797.1714177053706	0.35400413774829687	0	52.0
719	2019-12-19	41	30683	561	Employed	High School	20	35386	60	Married	3	Mortgage	944	0.3870789404916036	3	1	0.7818821379820892	0	Auto	0	30	22	4890	336	64226	33893	2556.9166666666665	0.6156418980738452	7	30333	0.259886	0.2528483495249224	1044.5432846911729	0.7777114172764747	0	59.0
720	2019-12-20	35	31372	564	Self-Employed	High School	11	27734	36	Married	1	Rent	954	0.0983323044198095	4	1	0.33762377837513047	0	Home	1	24	29	1189	202	593233	12432	2614.3333333333335	0.8222874846930117	2	580801	0.230734	0.22242186077235154	1062.6519838879178	0.7713828830375817	0	55.0
721	2019-12-21	39	85830	606	Employed	Associate	17	19542	72	Married	0	Mortgage	445	0.2946980168675213	0	1	0.19040048489145026	0	Other	0	17	23	2484	2810	26672	31028	7152.5	0.7647116611839534	8	1193	0.231542	0.2778504	560.2877671587248	0.14055054416759521	0	46.0
722	2019-12-22	43	51578	620	Employed	High School	19	15303	72	Married	1	Mortgage	727	0.2939029924115942	4	2	0.2783910800386051	0	Home	0	28	5	2049	441	122500	3867	4298.166666666667	0.9097816049408193	9	118633	0.22030300000000003	0.21621563498261862	381.0751309070216	0.25780180640746553	0	47.0
723	2019-12-23	19	86738	580	Unemployed	Master	0	18835	36	Married	0	Own	279	0.2968153267804392	4	2	0.49295073578229365	0	Auto	0	18	11	2471	1510	38067	12157	7228.166666666667	0.7943553212245	5	25910	0.213835	0.23604194286136135	735.04216155007	0.14029036798866518	0	58.0
724	2019-12-24	23	15706	570	Unemployed	Master	0	29279	60	Married	3	Rent	556	0.24354980564374482	3	0	0.14093216768251213	0	Education	0	40	4	4199	739	140557	68340	1308.8333333333333	0.5627022291730246	5	72217	0.24927900000000003	0.2969177944756497	941.7394790581426	1.1443317043612449	0	56.0
725	2019-12-25	48	113100	625	Employed	High School	27	23728	24	Married	0	Own	286	0.18869535706795854	3	2	0.15967393540987251	0	Home	0	19	27	22328	1888	146546	16531	9425.0	0.5838050405806118	8	130015	0.186228	0.17772462194289723	1181.9920515723422	0.15575512483526177	1	32.800000000000004
726	2019-12-26	42	171451	586	Employed	Associate	21	20759	36	Widowed	0	Mortgage	823	0.29454625717928495	0	3	0.6051835309344745	0	Education	0	28	3	3818	1068	12087	12172	7206.166666666667	0.7981332848415749	5	7109	0.212759	0.22085301880662472	793.7119899018343	0.224351179300391	0	59.0
727	2019-12-27	37	46599	623	Employed	Bachelor	13	9828	96	Married	3	Mortgage	407	0.27276749151931257	2	1	0.13379363841901162	0	Education	1	30	17	991	9956	19615	12133	3883.25	0.737605890532789	7	7482	0.23332800000000004	0.2799936	257.43693944415867	0.1711033128034916	0	54.0
728	2019-12-28	40	52700	616	Employed	Doctorate	15	20163	60	Married	3	Own	344	0.263310538202092	4	2	0.0869987058409696	0	Debt Consolidation	0	21	16	3509	1481	26859	6336	4391.666666666667	0.6052778541686279	2	20523	0.217163	0.218461670421868	555.1180126975323	0.2047327543144286	0	47.0
729	2019-12-29	44	59304	553	Employed	High School	19	20991	24	Married	1	Mortgage	613	0.1978104937584693	6	1	0.40740388299845604	0	Debt Consolidation	0	24	5	958	2530	53037	2241	4942.0	0.5765978446419199	6	50796	0.219491	0.24751791958119534	1117.7091658808076	0.3502042019184151	0	55.0
730	2019-12-30	33	26725	582	Employed	Bachelor	6	18286	96	Divorced	2	Mortgage	323	0.36908286154999986	5	1	0.22197456774000798	0	Auto	1	15	23	3902	1011	259363	28480	2227.0833333333335	0.949064254109995	4	230883	0.262286	0.2371058764001129	426.4964042089178	0.33653720675423804	0	56.0
731	2019-12-31	30	48513	497	Employed	Associate	5	9261	84	Married	0	Mortgage	410	0.2718913517761179	5	0	0.4814951864072869	0	Home	0	22	3	680	1502	58396	118769	4042.75	0.73770874713477	4	6492	0.285761	0.2737873749965236	248.6770461757964	0.16292796887658065	0	60.0
732	2020-01-01	42	55274	505	Employed	Bachelor	21	32500	36	Divorced	2	Rent	257	0.16543585851426468	4	0	0.5783789523204721	0	Debt Consolidation	0	30	24	10170	351	570340	25501	4606.166666666667	0.8214297815068283	3	544839	0.265	0.26254595015026905	1313.856893407703	0.34103344648283884	1	39.2
733	2020-01-02	28	15000	580	Self-Employed	High School	5	13923	24	Married	0	Rent	358	0.6255828601224022	3	2	0.2154417023083312	0	Education	1	22	4	1288	984	58113	4580	1250.0	0.7133553958508527	6	53533	0.198923	0.20141340458220666	709.5839770715311	0.8540671816572248	0	66.0
734	2020-01-03	44	55446	590	Employed	High School	22	13197	48	Married	3	Rent	489	0.33649242833463416	0	0	0.1205350117528096	0	Education	0	23	24	1587	2095	167291	1766	4620.5	0.8522417185291085	3	165525	0.213197	0.22417404159775822	418.7819909714886	0.1964683456274188	0	46.0
735	2020-01-04	19	15516	498	Employed	High School	0	13470	108	Married	0	Mortgage	543	0.13102546308276525	5	3	0.39453916440214837	0	Other	1	18	19	605	1202	31026	11944	1293.0	0.91381785204875	4	19082	0.30947	0.371364	432.95968447741103	0.7548025401990804	0	61.0
736	2020-01-05	52	94316	598	Employed	High School	27	22766	36	Married	3	Rent	543	0.17071430943090363	3	0	0.2867817268892567	0	Education	0	33	11	4392	1380	37697	44473	7859.666666666667	0.7644600174208762	3	7904	0.208766	0.193526725785847	838.5759346810619	0.17578047432220134	1	40.0
737	2020-01-06	45	113131	611	Employed	High School	23	18531	24	Married	3	Rent	283	0.050199329018252636	1	0	0.3260225161528175	0	Other	0	30	9	9675	1765	93746	741	9427.583333333334	0.8922859608410564	5	93005	0.18803099999999998	0.18010619786033458	925.238623480365	0.1281599515761761	1	38.400000000000006
738	2020-01-07	43	117783	507	Employed	Bachelor	19	12573	60	Divorced	0	Mortgage	322	0.2780870513867902	3	2	0.2722040453494431	0	Home	0	34	3	534	2338	47843	15220	9815.25	0.8631489858324414	2	32623	0.264073	0.2572726755060563	374.41413703425684	0.07095225664494097	1	43.2
739	2020-01-08	51	45528	638	Employed	Bachelor	31	17096	60	Divorced	0	Own	363	0.15632123719564162	6	2	0.19251136739663496	0	Other	0	16	27	2334	571	45252	6611	3794.0	0.5876900948926361	7	38641	0.203096	0.2212736377090895	473.4117574985726	0.2204564463623017	0	47.0
740	2020-01-09	59	55537	663	Unemployed	Bachelor	36	14809	24	Single	0	Rent	730	0.5396584217298289	6	1	0.3884800117275092	0	Auto	0	17	24	7358	1150	56249	36369	4628.083333333333	0.5109848659624877	6	19880	0.15830899999999998	0.15735361806089299	723.2235525662718	0.3140011637430049	0	52.0
741	2020-01-10	52	15000	607	Employed	High School	31	35718	48	Single	2	Mortgage	322	0.16498778394538505	2	0	0.04861218720443484	0	Education	0	31	20	6560	808	444935	21894	1250.0	0.8215939645957836	3	423041	0.227218	0.22526631621774487	1135.5708505487157	1.1660566804389725	0	42.0
742	2020-01-11	18	50277	547	Employed	High School	0	25015	24	Married	1	Own	399	0.17226405115345514	3	0	0.18645387215439166	0	Other	0	26	8	2385	1096	189786	10830	4189.75	0.9204395117765777	7	178956	0.226515	0.21724228407299007	1294.32791584555	0.40415965531250075	0	46.0
743	2020-01-12	24	19419	582	Employed	Master	0	21061	60	Divorced	3	Rent	406	0.26808078226849	5	0	0.17651516897847475	0	Other	0	20	8	2226	412	31724	31378	1618.25	0.8360890990881158	6	1868	0.23506100000000002	0.24694323726593648	614.3996445226882	0.6305574815527194	0	53.0
744	2020-01-13	32	16454	552	Employed	High School	8	13676	60	Married	4	Mortgage	615	0.3467028641679952	3	4	0.15065406547949753	0	Debt Consolidation	0	18	15	2311	584	491840	2366	1371.1666666666667	0.8873619180650603	7	489474	0.242676	0.20554180379251072	366.5602859969216	0.715857750818224	0	46.0
745	2020-01-14	40	50892	541	Self-Employed	Master	17	31932	36	Married	3	Mortgage	463	0.3533925045553587	3	1	0.1706730303266828	0	Education	1	23	15	3269	1632	23742	34916	4241.0	0.9154673142384211	6	5371	0.246432	0.27217129480077284	1307.3532806718113	0.4174376988143861	0	59.0
746	2020-01-15	46	30021	640	Employed	Master	24	11193	72	Married	1	Own	362	0.3872990045640833	2	1	0.1952163470440128	0	Education	0	27	6	2595	471	43229	24020	2501.75	0.929264602008939	5	19209	0.20619300000000002	0.18531156832334778	258.65997733919613	0.24809032770628403	0	50.0
747	2020-01-16	31	22613	429	Employed	High School	11	20767	84	Single	0	Rent	420	0.07971788560634023	8	1	0.17982556388801985	0	Education	0	28	15	7391	769	47585	80610	1884.4166666666667	0.9337628141877599	4	1711	0.331267	0.3214413901197541	624.0231162938437	0.5540298675773283	0	51.0
748	2020-01-17	42	58939	605	Employed	Master	22	27757	60	Single	0	Own	395	0.11437617661311603	1	3	0.7399944136333448	0	Home	0	27	11	3315	664	26274	42936	4911.583333333333	0.7470967900885616	8	2195	0.230257	0.24664364972680258	809.2519782493764	0.24518610324220835	0	54.0
749	2020-01-18	30	81960	634	Self-Employed	Bachelor	9	158686	96	Divorced	1	Own	1269	0.41823334493326253	5	2	0.43973973389994414	0	Home	0	29	18	3698	539	20061	27339	6830.0	0.8162222398532365	8	8738	0.376686	0.33355410582562517	4752.743035089118	0.8816607664844975	0	56.0
750	2020-01-19	32	76308	624	Employed	Bachelor	10	17598	48	Married	1	Own	264	0.031703470583413836	2	0	0.20221531954372643	0	Home	0	26	16	3533	10526	292583	36582	6359.0	0.655112936837074	2	256001	0.20059800000000003	0.19638849376044504	532.1331699677972	0.12519785657615934	1	33.6
751	2020-01-20	23	56727	592	Employed	Master	0	10309	24	Widowed	1	Mortgage	339	0.2506516635286174	2	3	0.38356049375348805	0	Auto	0	23	17	1270	3888	81282	46086	4727.25	0.7550692846170963	10	35196	0.189309	0.16373436337991934	506.60208835189303	0.17887822483513524	1	43.2
752	2020-01-21	28	73344	549	Employed	Associate	3	36647	48	Married	0	Rent	894	0.16067686519646024	2	0	0.19743650781557084	0	Auto	0	19	11	2473	333	225765	47971	6112.0	0.8118958206300287	4	177794	0.25714699999999996	0.278369676677839	1273.8102224122993	0.3546809918868291	0	45.0
753	2020-01-22	23	50306	570	Employed	Bachelor	4	31777	96	Married	1	Rent	796	0.040282623326299755	4	0	0.2165607871627687	0	Home	0	27	20	2023	1185	7755	32847	4192.166666666667	0.8608357352355758	5	7617	0.281777	0.3325711898818622	949.50128373369	0.4163721107781234	0	51.0
754	2020-01-23	28	35170	593	Employed	Bachelor	7	28062	48	Divorced	3	Mortgage	352	0.3597256881477745	5	0	0.4039098868823969	0	Debt Consolidation	0	31	16	762	590	84392	19827	2930.8333333333335	0.7154855543754409	3	64565	0.226562	0.2544151663739307	937.3790235745109	0.4399359761982977	0	55.0
755	2020-01-24	52	37319	606	Employed	Bachelor	31	41229	48	Single	0	Own	284	0.2541693471885483	3	0	0.3287798580577065	0	Debt Consolidation	0	32	6	3407	1174	63718	5823	3109.9166666666665	0.814537738237137	3	57895	0.233229	0.24507704649931136	1355.739265066315	0.5272614802324762	0	52.0
756	2020-01-25	28	56890	601	Employed	Bachelor	10	39044	60	Married	1	Mortgage	242	0.1100577962871119	4	0	0.20682483683545486	0	Education	1	27	9	1537	1012	20565	24179	4740.833333333333	0.8762469448142711	4	2944	0.24354399999999998	0.23851155991950365	1119.8457971553428	0.28725873731524193	0	55.0
757	2020-01-26	71	27977	613	Employed	High School	47	6024	60	Married	4	Own	210	0.11406481442097828	1	0	0.24481420760994096	0	Auto	0	24	22	12015	1861	13876	36653	2331.4166666666665	0.8749479222255486	5	5690	0.20452399999999998	0.18883333684141393	155.8794280242328	0.15693437953643327	0	50.0
758	2020-01-27	45	51939	601	Employed	High School	23	8956	60	Divorced	2	Mortgage	335	0.1336435796815023	1	0	0.09325398336074703	0	Debt Consolidation	0	22	4	10193	347	43043	16415	4328.25	0.6131075431569782	11	26628	0.21345599999999998	0.200277428965751	237.41749368752002	0.1322514858632288	0	49.0
759	2020-01-28	42	37251	502	Employed	Master	20	30021	84	Single	5	Rent	684	0.3223872160580324	5	2	0.1859723836132959	0	Auto	0	27	9	815	444	9371	70207	3104.25	0.7561382808866429	5	9376	0.304021	0.3443288208776562	949.633491665599	0.5262570642395422	0	52.0
760	2020-01-29	29	25606	456	Employed	High School	4	18322	60	Divorced	1	Rent	260	0.3724171206859875	3	1	0.2932941942050929	0	Home	0	28	20	351	220	129408	14386	2133.8333333333335	0.8951575945590318	8	115022	0.29532200000000003	0.32355498658147624	619.558798050352	0.41219657801313064	0	50.0
761	2020-01-30	48	29047	557	Employed	Associate	25	27694	36	Married	0	Other	321	0.32842979452552	2	1	0.09735586107731627	1	Auto	0	18	15	2016	485	197905	17635	2420.5833333333335	0.8941217238512806	3	180270	0.23419399999999999	0.2751545099411362	1138.2856944224645	0.6028652987595818	0	60.0
762	2020-01-31	33	77016	562	Employed	Associate	11	21197	72	Widowed	4	Other	457	0.3464341439661662	4	3	0.20430158291799855	0	Other	1	23	10	2439	4913	165600	22601	6418.0	0.7189407754009034	4	142999	0.255197	0.22161639579770986	534.6341681373201	0.15450828422208165	0	54.0
763	2020-02-01	41	27639	573	Employed	High School	17	40102	48	Single	0	Mortgage	660	0.10099086228935009	4	1	0.4893374356054884	0	Other	0	20	19	9478	547	68628	82102	2303.25	0.9511749983908163	2	8939	0.24860200000000002	0.22305181135573904	1270.110234915298	0.8379942407099958	0	57.0
764	2020-02-02	70	49095	618	Employed	High School	45	29204	48	Married	3	Own	387	0.6746835863819871	5	0	0.17903606372331002	0	Other	0	20	25	2226	1002	38881	56095	4091.25	0.6979263692109384	7	2353	0.21520400000000003	0.2353080399364957	944.5446988354045	0.32546158236123546	0	50.0
765	2020-02-03	38	30741	516	Employed	High School	15	13478	96	Married	0	Mortgage	420	0.33338761752356694	2	1	0.21115524862649865	0	Home	0	19	16	15372	815	235212	46119	2561.75	0.5819326362990715	5	189093	0.290478	0.2733063585012879	346.89772440821577	0.2993647797045831	0	49.0
766	2020-02-04	53	194756	483	Employed	Associate	29	15258	72	Married	2	Mortgage	383	0.32579147235936123	0	1	0.05956533687203501	0	Home	0	16	23	16331	503	49633	59514	8131.166666666667	0.8732381262236323	3	10982	0.28875799999999996	0.27145885464471015	431.3242659998332	0.10014851489124149	1	38.400000000000006
767	2020-02-05	31	116429	560	Employed	Master	9	28533	36	Married	3	Mortgage	498	0.16490377039714463	1	0	0.33072333697266687	0	Home	1	17	25	8144	204	98736	221728	9702.416666666666	0.8391987815074167	5	8095	0.233533	0.2736763848626044	1170.500801908477	0.17196754780082044	0	58.0
768	2020-02-06	39	79670	558	Employed	Bachelor	17	15451	60	Married	3	Mortgage	964	0.40332080371877194	4	2	0.46137557368392973	0	Auto	0	24	22	1861	1056	76387	55005	6639.166666666667	0.904810012577747	7	21382	0.24145099999999997	0.2856808557540624	486.3887043679448	0.2184594508901134	0	57.0
769	2020-02-07	61	54232	633	Employed	Bachelor	38	11331	120	Single	4	Mortgage	190	0.250202806633664	1	1	0.19375948106382515	0	Other	0	20	7	6108	580	37936	52044	4519.333333333333	0.9530728003453135	3	8745	0.24983100000000003	0.24578627037991216	254.4136992327984	0.09833611872683252	0	48.0
770	2020-02-08	32	54696	524	Employed	Associate	11	28156	72	Married	2	Rent	667	0.22004167383166612	1	1	0.30034792651507775	0	Education	0	20	10	682	9425	40449	63119	4558.0	0.5955629221043468	4	8584	0.281156	0.24405836398150826	748.2102022684904	0.31048929404749676	0	54.0
771	2020-02-09	61	42007	666	Employed	Master	40	23732	60	Married	1	Rent	571	0.05004570963083742	2	0	0.06188789797713317	0	Education	0	28	1	1868	1144	76294	17977	3500.5833333333335	0.6728036766512228	2	58317	0.19573200000000002	0.1905412459227087	616.3281489632792	0.33918008397551236	0	46.0
772	2020-02-10	48	59809	563	Employed	Bachelor	23	36871	84	Married	0	Own	730	0.2991722585962088	2	0	0.19459933274048283	0	Home	0	27	18	2331	8880	125353	4616	4984.083333333333	0.8372787613595897	2	120737	0.280371	0.26523202654418376	969.471179620768	0.34097968793073313	0	46.0
773	2020-02-11	33	15000	504	Employed	High School	6	13950	36	Single	0	Other	713	0.1384583293903359	1	2	0.1817882105992574	0	Home	0	18	21	4972	2416	365895	24822	1250.0	0.8210369368915619	1	341073	0.24694999999999998	0.25415856615859916	557.722359329564	1.016577887463651	0	45.0
774	2020-02-12	47	45958	500	Employed	Associate	21	25771	24	Married	3	Mortgage	554	0.3192219967346425	3	1	0.1482111243179658	0	Auto	0	24	20	15317	3291	78640	76188	3829.8333333333335	0.8131194407670393	1	2452	0.25077099999999997	0.24703970082448756	1371.6126738600592	0.5027928127055292	0	51.0
775	2020-02-13	51	64980	581	Employed	Master	31	15346	36	Single	0	Own	801	0.45313120245499217	3	2	0.2545932274941097	0	Auto	1	14	29	4926	1073	62166	42480	5415.0	0.8369974964648876	10	19686	0.209846	0.20009593396593947	570.3873656682555	0.25325713124067506	1	47.2
776	2020-02-14	47	71889	625	Self-Employed	Bachelor	27	19816	12	Married	2	Mortgage	1329	0.5087776389004433	3	1	0.4309620745804599	0	Home	0	22	12	2535	572	70986	83064	5990.75	0.5236934881353285	5	7490	0.17231600000000002	0.1565431837663923	1794.6827051755802	0.5214176363853574	0	57.0
777	2020-02-15	21	45106	455	Employed	Master	1	30684	96	Married	3	Rent	339	0.07028231493081402	2	2	0.5058718453456321	0	Home	0	24	13	740	2487	26402	2945	3758.8333333333335	0.8590141762824741	8	23457	0.33818400000000004	0.29023181746714477	825.3510886942038	0.30976395744092683	0	58.0
778	2020-02-16	31	68799	580	Employed	High School	8	25926	24	Married	1	Mortgage	329	0.38085822598790914	2	1	0.31568872950025456	1	Auto	0	20	26	6440	220	165325	8318	5733.25	0.914073776452195	3	157007	0.210926	0.1789396177914934	1293.004331362971	0.2829118443052319	0	62.0
779	2020-02-17	37	42069	635	Employed	Doctorate	19	20705	48	Widowed	2	Rent	455	0.5324152509930835	3	1	0.2849749708837105	0	Auto	0	21	7	2097	1937	26586	239659	3505.75	0.4548917042237312	6	7247	0.19820500000000002	0.212400170331862	643.8206689340944	0.31343383553707327	0	52.0
780	2020-02-18	39	64729	541	Employed	High School	18	10316	48	Married	0	Other	270	0.24859048081651683	2	0	0.3487309826703547	0	Home	1	19	26	1766	403	9391	15220	5394.083333333333	0.6863767031753474	5	1977	0.234816	0.20738729306205242	317.99420019017106	0.10900725180803124	0	60.0
781	2020-02-19	47	51784	571	Employed	High School	22	19531	36	Divorced	1	Rent	553	0.04583425780458265	2	1	0.29443555193483983	0	Home	0	32	13	9122	1459	24805	8035	4315.333333333333	0.6524603333368799	10	16770	0.219031	0.25352665993509654	780.1967325348533	0.30894409065383593	0	51.0
782	2020-02-20	42	105722	541	Employed	Associate	18	19896	48	Single	1	Other	240	0.2594053347056948	4	1	0.1417290389858446	0	Debt Consolidation	0	20	21	16320	3565	19885	10125	8810.166666666666	0.8310876836655883	8	9760	0.244396	0.24492200534599107	654.071799919763	0.10148182591170386	1	39.2
783	2020-02-21	23	72549	531	Self-Employed	High School	2	12297	36	Married	2	Own	533	0.24722827037683767	3	1	0.3521409751277197	1	Debt Consolidation	1	21	2	1345	493	36160	82106	6045.75	0.7989151478576206	5	8233	0.231797	0.2625978952108459	497.15711156097336	0.17039360072132875	0	79.0
784	2020-02-22	44	24268	537	Employed	Bachelor	22	7259	60	Single	1	Mortgage	971	0.16588667294899892	6	0	0.25930109607224944	0	Home	0	26	26	3351	807	97564	5729	2022.3333333333333	0.9317650155154956	10	91835	0.243759	0.2108735323017643	196.73720288069455	0.5774207365488847	0	51.0
785	2020-02-23	47	75848	645	Employed	Master	23	11406	36	Married	0	Own	188	0.17145570029126278	0	0	0.565902033716229	0	Home	0	29	14	1223	134	174708	10155	6320.666666666667	0.7647249877102898	5	164553	0.173906	0.20463783426398408	426.5879902450225	0.09723467834274167	1	40.0
786	2020-02-24	46	29905	606	Employed	Master	22	43729	48	Married	1	Mortgage	307	0.3112777021762402	2	0	0.30744534068747953	0	Home	0	26	11	1496	1023	150083	17794	2492.0833333333335	0.7685945658675425	5	132289	0.235729	0.20879324403144514	1351.2621617361106	0.6654120027030037	0	49.0
787	2020-02-25	52	113542	640	Employed	Bachelor	31	13850	120	Divorced	0	Own	267	0.15841261884399735	3	0	0.25828722187662834	0	Home	0	29	28	1043	595	28291	16082	9461.833333333334	0.9426877138042707	4	12209	0.24885000000000002	0.2725476204230249	337.351199017055	0.06387252636209209	1	37.6
788	2020-02-26	50	33001	603	Employed	Bachelor	28	15780	36	Married	1	Mortgage	173	0.19667535589905677	2	2	0.38562579603396124	0	Home	0	24	1	2189	354	85784	7220	2750.0833333333335	0.962775531022665	6	78564	0.19927999999999998	0.18391069207186256	573.5852859908262	0.27147733195630175	0	53.0
789	2020-02-27	45	48423	566	Employed	Doctorate	24	30357	96	Married	0	Rent	523	0.42994047737889174	2	1	0.48514482006057363	0	Auto	0	22	14	628	407	65613	7997	4035.25	0.7081343053775658	7	57616	0.28235699999999997	0.3321044472520651	906.056201832091	0.3541431638267991	0	56.0
790	2020-02-28	39	56601	484	Employed	Bachelor	19	10793	36	Married	0	Own	195	0.14908612795971687	2	2	0.3270507221021748	1	Debt Consolidation	0	23	13	3583	1908	83776	13002	4716.75	0.7438744387548148	6	70774	0.253793	0.23991344296219466	423.3911284150716	0.13110534338582108	1	50.400000000000006
791	2020-02-29	20	64133	555	Self-Employed	Master	0	30437	60	Single	0	Own	397	0.5712364290495583	3	0	0.11499460100165255	0	Debt Consolidation	0	25	26	4167	849	109420	8763	5344.416666666667	0.6692195515014634	3	100657	0.25793699999999997	0.24048868467069417	876.4741385254202	0.23828122280736969	0	50.0
792	2020-03-01	45	63143	491	Employed	Master	23	23351	48	Married	5	Mortgage	1099	0.4686597466447348	0	0	0.26272660026609324	0	Home	0	21	20	9378	346	68582	10682	5261.916666666667	0.918740551468745	3	57900	0.272851	0.2726351326964134	804.022074006788	0.3616594854232687	0	51.0
793	2020-03-02	42	72691	600	Employed	High School	22	18465	36	Married	1	Mortgage	329	0.11168514790433261	5	2	0.09711104906182882	1	Home	1	26	26	5317	2928	21065	19797	6057.583333333333	0.8323442889633045	10	1268	0.203465	0.18975037203216108	676.6203835523052	0.16601016085385623	0	64.0
794	2020-03-03	43	48897	576	Employed	High School	19	22685	60	Single	1	Mortgage	731	0.1918092816471814	1	0	0.2567525533402286	0	Auto	1	30	21	2640	4403	90452	72451	4074.75	0.9415903634179658	5	18001	0.23968500000000004	0.20435100653240001	606.5188872190633	0.32824563156489683	0	58.0
795	2020-03-04	24	45421	492	Employed	Associate	1	68603	60	Divorced	0	Mortgage	142	0.39262944613517886	6	2	0.31927046787368984	0	Education	0	32	1	8969	603	9572	11197	3785.0833333333335	0.7373689831085439	3	9718	0.327603	0.30565977575075076	2243.4485854165023	0.6302235315162156	0	59.0
796	2020-03-05	27	19179	572	Employed	Master	3	21655	12	Divorced	2	Own	449	0.013632537495426639	1	1	0.4298480023959764	0	Education	0	28	11	4999	348	85325	87153	1598.25	0.9100129164458272	7	2619	0.20065500000000003	0.20658010965937318	2012.8261595251738	1.5403260813547153	0	57.0
797	2020-03-06	52	127045	648	Employed	Master	31	29195	48	Married	2	Rent	189	0.18775548117523141	1	0	0.02702934090105126	0	Education	0	28	26	4518	2533	20310	11659	10587.083333333334	0.9383812945122172	10	8651	0.200195	0.20578829533191845	897.4429387664694	0.10261966441180395	1	35.2
798	2020-03-07	39	43332	581	Employed	Bachelor	20	51171	120	Married	3	Other	300	0.16247250467457292	2	1	0.7435164169776105	0	Auto	0	21	25	4552	431	41008	35347	3611.0	0.736053999795395	5	5661	0.31567100000000003	0.27072083812848113	1239.6613403565	0.42638087520257545	0	58.0
799	2020-03-08	48	37298	586	Employed	High School	25	26536	24	Married	4	Rent	200	0.47253780289350567	1	1	0.5236691124358336	0	Home	0	24	23	672	3352	22614	39576	3108.1666666666665	0.9765682626078805	4	1029	0.208536	0.18392006202408287	1329.8175752484017	0.49219290318464315	0	60.0
800	2020-03-09	40	144902	602	Unemployed	High School	19	30075	48	Married	1	Mortgage	576	0.18863800338855446	3	0	0.4085253974891933	0	Debt Consolidation	0	20	16	1541	206	108255	15208	12075.166666666666	0.5444960273548866	5	93047	0.224075	0.23236555726051605	967.8500718529182	0.12785331370329614	1	40.800000000000004
801	2020-03-10	40	15000	648	Employed	Doctorate	19	13830	24	Married	0	Mortgage	660	0.5774501501510301	1	2	0.36818525986977624	0	Home	1	31	7	2615	437	38306	30536	1250.0	0.6055501283481479	4	7770	0.16483	0.17068142710342116	684.2394253163164	1.0753915402530532	0	61.0
802	2020-03-11	51	43453	548	Employed	Associate	31	56245	48	Married	2	Other	582	0.4853728274488045	5	0	0.17863316168069973	0	Home	1	20	5	10243	649	36077	106506	3621.0833333333335	0.7481960479511194	11	4671	0.27724499999999996	0.221796	1777.5480000008251	0.6516138356387338	0	60.0
803	2020-03-12	33	15000	588	Employed	Bachelor	11	16285	24	Single	5	Own	587	0.10520600648052152	2	1	0.1528688700105927	0	Debt Consolidation	0	24	2	672	1369	242574	5497	1250.0	0.8938830631031605	5	237077	0.197285	0.18797363074769508	819.3019420404395	1.1250415536323515	0	51.0
804	2020-03-13	41	71226	611	Employed	Master	15	50357	84	Divorced	0	Rent	565	0.08490838953903057	3	0	0.04200460936093607	0	Education	0	32	10	427	512	29351	24899	5935.5	0.6564076248015516	8	4452	0.269857	0.24391456693384925	1255.0908327685056	0.3066449048552785	0	46.0
805	2020-03-14	34	33129	605	Employed	Master	13	13656	12	Married	4	Own	348	0.2845254359958481	5	1	0.2769453417830768	0	Debt Consolidation	0	27	15	32179	4334	88684	22035	2760.75	0.948601547422705	6	66649	0.176156	0.1621483333847154	1240.4093363650657	0.5753542828452651	0	48.0
806	2020-03-15	34	15000	572	Employed	Bachelor	14	13696	36	Single	2	Mortgage	181	0.13128786689165567	5	1	0.27359562811972643	0	Auto	0	28	1	2624	3533	159321	8851	1250.0	0.8847233407557821	3	150470	0.21269600000000002	0.24495547342863738	540.9031658949849	0.577522532715988	0	53.0
807	2020-03-16	36	94880	580	Employed	Associate	12	16964	36	Single	2	Rent	486	0.1896780200704548	3	1	0.6438693643672238	0	Education	0	34	28	1499	5220	106502	21987	7906.666666666667	0.8724570432251993	6	84515	0.211964	0.20889830701089024	638.1606734671604	0.142178837285054	1	43.2
808	2020-03-17	42	20396	618	Employed	Bachelor	19	16268	48	Married	0	Mortgage	331	0.580199073715252	2	1	0.4395769645494729	0	Education	1	24	12	7792	3633	30520	64808	1699.6666666666667	0.7323624728056988	4	2468	0.20226800000000003	0.18613118007813745	483.10021193643416	0.4789763945497749	0	62.0
809	2020-03-18	34	80283	584	Employed	Associate	16	6085	72	Married	1	Own	343	0.20272311654366407	2	1	0.527231899933629	0	Debt Consolidation	0	19	26	2478	2992	27536	20342	6690.25	0.7433296241555521	7	7194	0.229085	0.22694043615899123	155.40930703387812	0.07449785987577118	1	45.6
810	2020-03-19	55	29138	597	Employed	Bachelor	31	39608	60	Married	1	Own	800	0.2259114889089452	5	0	0.39627335724271723	0	Debt Consolidation	0	20	23	481	961	110872	28363	2428.1666666666665	0.867547296445121	2	82509	0.246108	0.2721447926211282	1214.525801548421	0.8296488989834941	0	54.0
811	2020-03-20	29	27005	507	Employed	High School	2	27166	108	Single	3	Rent	775	0.06570653975226515	2	0	0.49013645130965905	0	Debt Consolidation	0	25	17	1539	1361	127938	7045	2250.4166666666665	0.7891552677590536	2	120893	0.318666	0.3379660227758979	805.2014436081352	0.7021817190630485	0	53.0
812	2020-03-21	37	15207	594	Employed	Master	19	32985	96	Single	2	Own	821	0.35997721777476	5	1	0.2584301464336525	0	Home	0	27	21	5411	584	70536	9075	1267.25	0.8725671358063566	6	61461	0.27098500000000003	0.21678800000000004	726.062078018472	1.2208025867180683	0	52.0
813	2020-03-22	34	72895	558	Employed	Doctorate	14	23192	48	Married	3	Own	481	0.4839447420725151	1	1	0.09277383637438873	0	Auto	0	21	26	5026	708	57642	9590	6074.583333333333	0.9087613515569322	4	48052	0.239192	0.2358891194066212	750.8407328506906	0.20278604560269273	1	40.800000000000004
814	2020-03-23	57	47225	669	Employed	Doctorate	39	25971	36	Single	1	Mortgage	224	0.239321752039474	3	1	0.4596678481004786	0	Home	0	24	27	12733	5542	55174	51334	3935.4166666666665	0.7628461204760133	5	3840	0.176471	0.15618753625530268	908.1825216120267	0.2876906354546177	1	40.800000000000004
815	2020-03-24	42	38834	597	Unemployed	Associate	20	10322	96	Divorced	3	Other	483	0.22920659170629284	3	0	0.6830234452725508	0	Home	0	30	8	2529	189	99670	4756	3236.1666666666665	0.9546220340031455	9	94914	0.24682199999999999	0.25213527668748636	250.97384753082105	0.22680347557217526	0	61.0
816	2020-03-25	52	56692	630	Employed	Bachelor	28	15615	84	Married	0	Rent	367	0.12575005111396204	8	1	0.6455647081199667	0	Other	0	25	17	2779	357	74886	308451	4724.333333333333	0.6545300294801643	0	8286	0.225615	0.21068301326249067	356.86366596488455	0.15322027784482142	0	54.0
817	2020-03-26	22	15000	581	Employed	High School	0	43357	72	Single	1	Mortgage	520	0.2990226958661545	2	3	0.3004858444808177	0	Home	0	29	4	1249	647	95215	16862	1250.0	0.8602699688142874	6	78353	0.267857	0.2544492043169668	1179.7800406035753	1.3598240324828603	0	57.0
818	2020-03-27	43	75750	452	Employed	Associate	18	11741	36	Single	2	Rent	899	0.0754058121984283	3	0	0.35724088803702775	0	Auto	0	41	9	398	428	36267	24572	6312.5	0.6160034461413131	3	11695	0.270741	0.23298712880588474	456.32082020869495	0.21470428834989225	1	43.2
819	2020-03-28	50	40812	593	Employed	Associate	26	21270	24	Married	0	Other	390	0.4170247881768767	3	0	0.12086896656993112	0	Education	0	21	3	949	800	90018	7694	3401.0	0.5483480004704587	2	82324	0.19977	0.22500256841603947	1108.7099601301722	0.4406674390268075	0	53.0
820	2020-03-29	40	195121	625	Employed	Bachelor	14	12851	36	Single	0	Own	302	0.14196527060020633	5	1	0.3879700553675079	0	Education	0	20	19	969	993	68451	7105	16260.083333333334	0.8105792311577279	5	61346	0.18535100000000002	0.18426613999104066	467.3493085638649	0.04731521313834174	1	36.800000000000004
821	2020-03-30	52	33338	555	Employed	High School	27	38371	36	Single	4	Mortgage	322	0.3747432401005768	8	1	0.2882065888967971	0	Education	0	17	14	1152	773	30081	2983	2778.1666666666665	0.5563364891313453	9	27098	0.24587099999999998	0.27168327840429685	1569.9715036075474	0.6810143992828175	0	53.0
822	2020-03-31	33	34553	539	Unemployed	Associate	11	19956	36	Single	4	Mortgage	213	0.27539085797496726	3	0	0.8145258375925051	0	Home	0	23	23	258	969	12285	80419	2879.4166666666665	0.9210879861432036	6	2429	0.235456	0.18857171981689597	730.0672468521705	0.3275202431692196	0	62.0
823	2020-04-01	56	23603	570	Employed	Bachelor	33	22466	72	Divorced	4	Mortgage	682	0.12449569451440921	6	1	0.14924605943446465	0	Other	0	28	19	2060	1883	32007	15824	1966.9166666666667	0.8755929797913753	8	16183	0.252466	0.2888936873317095	659.8678286684166	0.682218952845867	0	51.0
824	2020-04-02	67	18459	650	Employed	High School	46	17136	36	Married	0	Own	350	0.34284484574645624	6	0	0.33176520036621504	0	Home	0	21	19	4339	2367	223885	11862	1538.25	0.6931455365954354	4	212023	0.177136	0.1417088	587.0910687743344	0.6091929587351435	0	46.0
825	2020-04-03	35	74615	517	Employed	High School	13	49596	36	Divorced	4	Own	685	0.34577581836604215	2	3	0.46863048477363173	0	Home	0	25	29	722	816	55762	27763	6217.916666666667	0.8327559558481734	2	27999	0.276096	0.2687408366546749	2021.4185200747977	0.435261304575455	0	56.0
826	2020-04-04	34	99028	581	Employed	Bachelor	11	17415	36	Married	3	Mortgage	713	0.669773060850182	3	3	0.25195137592795114	0	Home	0	25	24	1937	1161	72681	29238	8252.333333333334	0.7774537517175364	2	43443	0.211915	0.2065733005730224	653.0512978186036	0.16553515746882944	1	42.400000000000006
827	2020-04-05	57	30818	583	Employed	Bachelor	35	17983	72	Single	1	Rent	270	0.15952190787696263	3	0	0.2737930379006106	0	Debt Consolidation	0	20	14	3456	750	10284	7737	2568.1666666666665	0.790946702151895	5	2547	0.241483	0.28193798928415803	520.2394302104169	0.30770566430414054	0	52.0
828	2020-04-06	58	68197	624	Employed	Bachelor	33	14951	36	Married	1	Mortgage	968	0.21611402944500044	1	4	0.20523372606698762	0	Debt Consolidation	0	23	18	17069	1342	71255	10851	5683.083333333333	0.8377815844140356	4	60404	0.187951	0.20276641701833653	557.7424151782737	0.2684708855541928	0	47.0
829	2020-04-07	33	89571	607	Employed	Associate	11	27079	24	Married	1	Mortgage	865	0.21923954315180155	8	0	0.23023363530278212	0	Other	0	32	13	1628	1380	110836	49687	7464.25	0.8271866269683579	8	61149	0.19857899999999998	0.2232753516321064	1409.1923225184723	0.30467794118879626	0	46.0
830	2020-04-08	34	45732	532	Employed	High School	13	19673	36	Married	3	Mortgage	578	0.08732105352986276	6	1	0.33006832308385337	0	Home	0	22	8	2432	303	40789	7960	3811.0	0.6700045382805504	5	32829	0.238673	0.2580367666933617	790.5813954689836	0.35911345984491827	0	55.0
831	2020-04-09	36	54036	570	Employed	High School	15	11542	96	Single	2	Mortgage	190	0.09100557786881848	7	0	0.11130501390919796	0	Home	0	27	19	7132	379	186900	17484	4503.0	0.8155650379503465	6	169416	0.261542	0.20923360000000002	248.52926398331272	0.0973860235361565	1	36.0
832	2020-04-10	23	33437	436	Employed	High School	0	42900	120	Married	3	Rent	683	0.2367928917217887	0	0	0.307900094253108	0	Home	0	28	7	984	521	47233	9764	2786.4166666666665	0.7730548625118019	7	37469	0.3799	0.4467873210539924	1617.3876104354867	0.8255720108031774	0	56.0
833	2020-04-11	28	26069	545	Employed	High School	8	16096	72	Single	0	Mortgage	263	0.4228441318867124	2	0	0.3781765666635223	0	Home	0	29	23	11491	2480	468970	14950	2172.4166666666665	0.8704444085156201	8	454020	0.258596	0.3032826182884308	487.64608883282557	0.34553504415182434	0	51.0
834	2020-04-12	27	74431	544	Employed	Master	5	31846	60	Single	0	Other	426	0.18084400913599924	3	2	0.4094267759925442	0	Debt Consolidation	0	31	14	4840	226	58063	71842	6202.583333333333	0.49928150466648896	9	7235	0.26484599999999997	0.29741803982309123	1025.2814096608065	0.23398015498823982	0	55.0
835	2020-04-13	30	98665	494	Self-Employed	High School	5	14278	36	Married	2	Other	173	0.11379499670168475	4	0	0.31996749285422205	0	Other	0	30	4	4586	594	77305	42234	8222.083333333334	0.8870256903267456	7	35071	0.252278	0.2265885804982743	550.1619266918325	0.08795361192218101	1	46.400000000000006
836	2020-04-14	39	32733	583	Employed	High School	16	21862	48	Single	0	Mortgage	560	0.1905023786048583	2	1	0.04662776605135553	0	Home	0	17	17	2762	1441	48362	2346	2727.75	0.7255404984081611	0	46016	0.225362	0.20942883546799237	676.300583213844	0.4532308984378495	0	50.0
837	2020-04-15	42	80482	592	Unemployed	High School	20	31840	36	Divorced	3	Own	272	0.281253124904037	3	0	0.4082536872595913	0	Home	0	27	10	3068	1001	19317	52918	6706.833333333333	0.8700442030255233	3	10863	0.22084	0.19936706020063183	1182.2619050414075	0.21683286772814905	0	58.0
838	2020-04-16	58	64098	596	Employed	Associate	36	18325	48	Married	2	Own	221	0.30707914955817883	2	1	0.4664099424896359	0	Education	0	29	28	688	269	13725	7798	5341.5	0.5028802351916183	4	5927	0.21532500000000002	0.23623955055278584	593.6254277182063	0.15250873869104303	0	56.0
839	2020-04-17	28	34929	618	Self-Employed	Associate	8	10886	60	Divorced	0	Mortgage	276	0.16163877305720695	2	1	0.21492554864222796	0	Other	0	37	9	1483	1514	47087	248579	2910.75	0.7875374055702324	5	10188	0.20688600000000001	0.23068732397887184	307.31150287604476	0.20039903903668976	0	53.0
840	2020-04-18	51	88713	612	Employed	High School	30	33527	36	Married	3	Rent	419	0.23744158731367204	2	1	0.58132275096165	0	Education	0	24	5	2949	838	182225	9542	7392.75	0.6734857247281867	7	172683	0.212527	0.2124483026013136	1267.350419360195	0.2281086766575625	0	52.0
841	2020-04-19	37	71118	503	Employed	High School	15	13002	60	Single	2	Rent	132	0.45473527296625854	3	0	0.42380524725813673	0	Education	0	28	29	1623	368	105416	425546	5926.5	0.8177321150149042	8	9112	0.26650199999999996	0.27114745226418074	397.91251220677975	0.08941407444643208	1	45.6
842	2020-04-20	39	85629	590	Employed	Master	16	4766	12	Married	4	Rent	313	0.4672254710109917	2	1	0.4773647811823293	0	Home	0	26	12	1077	1585	112377	7563	7135.75	0.9579242058005919	5	104814	0.174766	0.18220033873083263	437.446082869556	0.10516709285913267	1	41.6
843	2020-04-21	48	183728	649	Employed	Master	24	29727	36	Single	0	Own	727	0.35832935778430725	2	0	0.24358538044103917	0	Debt Consolidation	0	26	20	2427	3117	233984	3546	15310.666666666666	0.7081946250998099	5	230438	0.190227	0.2152688236632996	1128.0246046731295	0.12115897008663652	1	34.4
844	2020-04-22	26	130311	611	Employed	Bachelor	3	15863	48	Single	0	Mortgage	341	0.5288890415675649	2	0	0.7492221625727429	0	Debt Consolidation	0	27	12	4164	181	86992	41917	10859.25	0.9075052300373392	3	45075	0.205363	0.18741596659775728	472.1452731027145	0.0748804266503409	1	43.2
845	2020-04-23	44	47455	555	Employed	High School	19	30984	36	Divorced	1	Rent	658	0.36740375345728293	3	0	0.1296244130684506	0	Home	0	21	6	2400	4629	279860	14300	3954.5833333333335	0.8799232119188908	4	265560	0.238484	0.2655572475210908	1257.5550528025585	0.4843885920057044	0	47.0
846	2020-04-24	41	41928	591	Employed	Associate	15	8378	60	Married	1	Rent	262	0.3225346916167252	2	1	0.7977449644591506	0	Home	0	19	29	10499	1727	21303	17565	3494.0	0.8308539677316106	9	3738	0.21787800000000002	0.2153140662903003	229.16465593461632	0.14057374239685644	1	47.2
847	2020-04-25	45	19405	602	Employed	Bachelor	21	7543	36	Divorced	0	Own	224	0.10724230770516159	5	1	0.27273988499097523	0	Education	0	28	10	3706	266	418835	4000	1617.0833333333333	0.8137349823732397	5	414835	0.191543	0.19489749565573186	278.3676859966488	0.31066283081472745	1	35.2
848	2020-04-26	43	127268	570	Employed	High School	18	19685	36	Married	1	Own	983	0.6154220664853911	4	1	0.12068522152277802	0	Debt Consolidation	0	14	2	3465	1866	55024	51388	10605.666666666666	0.9664198611996039	5	3636	0.21968500000000002	0.2337521108441323	765.8558393190453	0.164898246784962	0	54.0
849	2020-04-27	69	58314	657	Employed	Bachelor	48	24095	60	Married	0	Other	518	0.4246072353337477	5	0	0.61031303301925	0	Home	1	25	20	844	670	19796	5962	4859.5	0.9665078911163254	2	13834	0.20059500000000002	0.1967690900928588	634.0462378102532	0.23707094100427065	0	59.0
850	2020-04-28	32	37582	600	Employed	Bachelor	12	15695	24	Married	2	Other	565	0.08440722536996255	6	2	0.2805093949914174	0	Other	0	24	9	2579	153	54628	50428	3131.8333333333335	0.8257708101956268	8	4200	0.19069499999999998	0.17064083578174752	776.4797011199189	0.4283368743930346	0	50.0
851	2020-04-29	33	28582	574	Employed	Bachelor	9	26296	24	Married	3	Rent	618	0.24816339633671833	1	0	0.189867278151046	0	Auto	0	29	4	4837	535	55766	13820	2381.8333333333335	0.939127132782169	3	41946	0.21429600000000001	0.19654023565550757	1333.9157802462375	0.8195014121809128	0	55.0
852	2020-04-30	32	23166	617	Employed	Associate	12	19527	96	Single	0	Own	496	0.2804534096445432	2	1	0.11303143375591379	1	Education	0	26	20	964	2859	142645	26172	1930.5	0.8361710933384999	11	116473	0.246027	0.2578093390553956	482.1775768862682	0.5066964915235784	0	57.0
853	2020-05-01	33	117493	530	Employed	Associate	11	23552	60	Widowed	2	Own	403	0.10163716261774329	1	0	0.10821059068108504	0	Education	0	31	3	1173	378	141203	67800	9791.083333333334	0.7560773157045022	4	73403	0.263552	0.2643380248967994	711.2191325358104	0.11379937179601954	1	39.2
854	2020-05-02	32	83886	559	Employed	Bachelor	8	14442	60	Married	1	Mortgage	732	0.3527698334100619	4	1	0.08894135030429905	0	Debt Consolidation	0	30	23	269	2344	43945	21696	6990.5	0.9387962256094177	7	22249	0.239942	0.25517098225978146	428.28114556880973	0.1659797075414934	1	39.2
855	2020-05-03	54	23940	608	Employed	Bachelor	29	49492	36	Single	2	Mortgage	737	0.4419639258515644	3	2	0.2788627845513594	0	Other	0	27	24	1710	666	63646	13768	1995.0	0.9767790997141338	5	49878	0.230492	0.20204670551884513	1844.465409656629	1.2939676238880347	0	52.0
856	2020-05-04	57	23755	646	Employed	Bachelor	35	103005	60	Married	2	Other	337	0.07115411710625565	3	1	0.1988672597552232	0	Debt Consolidation	1	28	10	4214	2349	18980	88302	1979.5833333333333	0.7112856531072304	7	7450	0.285005	0.2762276337751361	3183.744020638124	1.7785278150981894	0	54.0
857	2020-05-05	33	40520	598	Employed	Associate	12	39544	60	Widowed	3	Mortgage	641	0.15685959585651965	4	1	0.6361027512244996	0	Home	0	19	10	1173	459	61600	81143	3376.6666666666665	0.9042376629604617	2	9573	0.24554399999999998	0.2071545873857159	1063.4783164606583	0.504781337550047	0	58.0
858	2020-05-06	30	27374	580	Self-Employed	Bachelor	7	10165	48	Single	2	Mortgage	469	0.3757517961680582	2	1	0.09705449398815572	0	Auto	0	25	10	4627	1487	336607	60272	2281.1666666666665	0.8563328885217085	3	276335	0.21516500000000002	0.2150860419827492	317.5536578828083	0.3448032401035179	0	49.0
859	2020-05-07	45	38652	634	Employed	Doctorate	25	18082	60	Married	0	Rent	678	0.4331526109573234	0	3	0.5098225754050315	0	Auto	0	23	24	5041	600	38351	18129	3221.0	0.6781369279995971	4	20222	0.206082	0.17963736688873547	458.8073226285657	0.35293614487071273	1	45.6
860	2020-05-08	33	127098	635	Employed	Bachelor	11	16122	60	Single	3	Own	752	0.24335874085305786	7	0	0.3156872937764151	0	Other	0	27	12	6228	631	7418	14207	10591.5	0.8762988621622979	9	3284	0.20362200000000003	0.2047261170371061	431.3850131794737	0.11172969014582199	1	39.2
861	2020-05-09	47	105600	634	Employed	Associate	25	6684	60	Divorced	2	Rent	278	0.27139760101656885	3	3	0.26055819075264464	0	Debt Consolidation	1	20	11	2479	868	14135	22512	8800.0	0.8941121774914178	7	7973	0.19468400000000002	0.19435734294438606	174.99311976419207	0.05147649088229456	1	43.2
862	2020-05-10	42	15265	606	Employed	Bachelor	20	10643	60	Married	1	Rent	298	0.5740494521177805	2	1	0.676942492970924	0	Auto	0	28	10	1170	385	60340	24728	1272.0833333333333	0.8824209738184251	1	35612	0.21264299999999997	0.20515717908967326	285.0371283913287	0.4583324952961641	0	58.0
863	2020-05-11	21	24137	581	Employed	Bachelor	0	6638	12	Single	0	Rent	591	0.28075859485562915	5	0	0.5215445339384944	0	Home	0	21	18	6776	927	43691	20894	2011.4166666666667	0.6898493172519495	4	22797	0.18113800000000002	0.17842151824103059	608.0732438279689	0.5961336920883136	0	60.0
864	2020-05-12	58	72074	622	Employed	Master	37	19487	48	Single	2	Mortgage	413	0.20284179440029823	1	1	0.3979124984594434	0	Home	0	18	16	3797	785	113825	16096	6006.166666666667	0.7071137126512026	4	97729	0.20348700000000003	0.19399532937680503	586.7799832811311	0.16645891444034705	1	39.2
865	2020-05-13	61	122511	588	Employed	Bachelor	40	26054	84	Married	2	Mortgage	372	0.4599737946198002	2	1	0.16306784359413895	0	Home	0	25	11	4890	574	24797	8140	10209.25	0.5975611449795175	4	16657	0.257054	0.26915920578902114	691.7166264149638	0.10419145641599174	1	39.2
866	2020-05-14	32	32430	618	Employed	Bachelor	11	30982	120	Married	2	Mortgage	516	0.1180439879774345	1	1	0.5062270916181694	0	Auto	0	21	23	13970	3240	91917	32126	2702.5	0.8245378487876512	4	59791	0.27698200000000006	0.2562785533924991	718.5785732025258	0.4568283342100003	0	53.0
867	2020-05-15	35	54570	613	Self-Employed	Bachelor	16	19713	72	Divorced	0	Mortgage	299	0.16698904896415218	3	0	0.33696387798307453	0	Debt Consolidation	0	33	11	4881	3141	190993	10186	4547.5	0.9621173726853118	7	180807	0.228213	0.2345844561872176	512.519332859353	0.17845394895202923	0	49.0
868	2020-05-16	43	32428	613	Employed	High School	20	36881	24	Married	1	Mortgage	684	0.4872345480361396	2	0	0.12382059639415977	0	Auto	1	24	22	7958	550	43126	46879	2702.3333333333335	0.9065225093101795	5	4841	0.20538099999999998	0.21647437529470068	1906.9031072231062	0.9587651809139409	0	55.0
869	2020-05-17	44	134899	586	Self-Employed	Associate	20	39019	36	Married	2	Mortgage	184	0.30223706232354014	2	1	0.345282587144353	1	Education	0	22	19	14641	661	29764	10771	11241.583333333334	0.7427682574289929	6	18993	0.231019	0.2198197686595955	1489.7895073337818	0.14889268332608382	1	53.6
870	2020-05-18	47	52245	518	Self-Employed	High School	23	10408	60	Single	4	Rent	290	0.6277802819681182	3	1	0.4833657637931075	0	Other	0	15	13	6228	631	10198	38548	4353.75	0.8510799355737176	5	1398	0.256408	0.2371196090103223	297.6794200310178	0.1349823531509659	0	61.0
871	2020-05-19	64	53411	631	Employed	Associate	42	15153	24	Single	2	Other	228	0.10513667038345297	2	2	0.046564736121293485	0	Home	0	21	25	1538	355	82135	16003	4450.916666666667	0.6282448722645161	6	66132	0.174653	0.175932088004076	753.5249158092274	0.2205219709368993	1	35.2
872	2020-05-20	37	23976	624	Employed	Bachelor	16	19266	72	Married	1	Own	276	0.15414265564969887	1	1	0.23455112922933652	0	Auto	0	23	26	2077	2235	79253	12581	1998.0	0.7542966481968393	4	66672	0.22226600000000002	0.21702656026821884	480.68544402576083	0.37872144345633674	0	48.0
873	2020-05-21	30	23899	607	Employed	Associate	6	19929	36	Married	3	Rent	547	0.26630148894455186	2	1	0.5815516205413778	0	Home	0	22	12	484	536	24475	34534	1991.5833333333333	0.7823717806802981	5	1144	0.201429	0.22953768691527912	770.9659159759644	0.6617678978916094	0	57.0
874	2020-05-22	23	15000	502	Unemployed	High School	0	21632	60	Married	1	Mortgage	299	0.3710856339151049	1	2	0.18387527316171975	0	Home	0	32	7	4300	1696	5996	13868	1250.0	0.4668245778773239	3	6092	0.275632	0.23239362655512086	612.7948463894538	0.7294358771115631	0	56.0
875	2020-05-23	31	55298	612	Employed	Associate	8	39861	60	Single	2	Mortgage	513	0.6858933617294118	2	0	0.31208138389132994	0	Auto	1	17	5	3668	2836	140948	14656	4608.166666666667	0.8479129515570415	2	126292	0.238861	0.25352040111578955	1178.2142303406658	0.3670037029203224	0	57.0
876	2020-05-24	39	57555	561	Employed	High School	13	32552	60	Married	1	Rent	209	0.11609520619680928	4	4	0.3753627961987759	0	Debt Consolidation	0	17	21	1489	510	148130	16924	4796.25	0.7021210022091137	3	131206	0.257052	0.2906290876382053	1034.508414068371	0.2592668051224125	0	49.0
877	2020-05-25	61	84899	646	Employed	Bachelor	39	34936	36	Married	0	Mortgage	310	0.1698127577624881	3	2	0.06683731619886955	0	Home	0	23	10	2357	155	5445	25328	7074.916666666667	0.8458541938646863	2	6108	0.196936	0.17546947807859684	1255.0942676250324	0.22121734309591853	1	36.0
878	2020-05-26	33	35184	532	Employed	Bachelor	11	7654	60	Single	5	Mortgage	544	0.41485388157436615	2	1	0.36322489292565113	0	Auto	0	22	14	910	2345	95792	3088	2932.0	0.8384606558783633	6	92704	0.24665399999999998	0.21401020309235905	208.79677120937848	0.2567519683524483	1	43.2
879	2020-05-27	42	124912	640	Unemployed	Master	20	47202	72	Single	1	Mortgage	419	0.38241069390016263	2	1	0.11122457977097784	0	Education	0	21	21	1213	5844	101344	4189	10409.333333333334	0.7585044073659031	5	97155	0.242202	0.2590331428296322	1297.7770034653986	0.16492670072999216	0	46.0
880	2020-05-28	39	116234	441	Employed	High School	20	23222	36	Married	0	Mortgage	400	0.5676775489791396	4	2	0.1777110553444911	0	Education	1	28	14	4531	3922	134031	37475	9686.166666666666	0.8029991462235817	3	96556	0.28772200000000003	0.2926387022062162	976.4709506267413	0.1421068827324268	1	43.2
881	2020-05-29	54	28950	582	Employed	High School	30	13141	96	Single	3	Mortgage	461	0.5215312832984327	6	1	0.4710257899600955	0	Home	1	27	26	3440	1379	83708	12763	2412.5	0.742395283659028	4	70945	0.257141	0.2608685684466595	327.1826714095217	0.3267078430713043	0	63.0
882	2020-05-30	70	120596	616	Employed	Master	48	18759	24	Single	2	Mortgage	541	0.3571742581228754	1	2	0.3099328960071888	0	Debt Consolidation	0	24	8	2767	234	32467	20378	10049.666666666666	0.6167693114746632	9	12089	0.185759	0.17254550688160175	929.7834915113611	0.14635147018256275	1	40.0
883	2020-05-31	33	38575	581	Employed	High School	9	19538	12	Widowed	1	Mortgage	247	0.09150054124340322	6	2	0.27755085673156993	0	Debt Consolidation	0	23	11	2524	1489	84226	3168	3214.5833333333335	0.8132690753533406	7	81058	0.19403800000000002	0.2075411756765293	1816.952059184384	0.6420589685084279	0	50.0
884	2020-06-01	34	31385	492	Employed	Bachelor	8	9246	48	Married	0	Own	145	0.04175874982708342	7	1	0.26497980919890646	0	Debt Consolidation	0	24	27	696	304	24937	92699	2615.4166666666665	0.8160723336451928	6	3633	0.258246	0.26354068287860205	313.5948386249854	0.17534293654611519	0	52.0
885	2020-06-02	52	94381	602	Employed	Bachelor	30	23896	48	Single	1	Mortgage	200	0.6453837193650956	4	0	0.39027272070300456	0	Education	0	27	11	516	798	140430	4093	7865.083333333333	0.9432128424022248	3	136337	0.217896	0.20422996590850648	732.5602548001391	0.11856965975780792	1	38.400000000000006
886	2020-06-03	48	26375	604	Employed	Associate	30	26134	84	Married	2	Mortgage	440	0.14032374375978462	0	2	0.23147361614284206	0	Debt Consolidation	0	20	10	3359	1377	179031	16024	2197.9166666666665	0.8815098177016794	6	163007	0.249134	0.24903666994240412	659.8854860183227	0.5004218325012275	0	46.0
887	2020-06-04	62	21647	624	Employed	Bachelor	39	26478	60	Single	0	Rent	322	0.5075496593737124	8	0	0.2710076159198165	0	Debt Consolidation	0	26	6	478	3515	20585	31903	1803.9166666666667	0.8663037293093037	5	1784	0.219478	0.23862530196946766	759.6069142347259	0.5995880709020516	0	54.0
888	2020-06-05	47	30729	573	Employed	High School	24	9246	84	Married	1	Own	673	0.12277832731224798	1	1	0.10366222314665628	0	Auto	0	21	8	1703	574	11674	8038	2560.75	0.9570429134115013	0	3636	0.24774600000000002	0.22123495376318145	217.3019051220461	0.34767232456196273	0	51.0
889	2020-06-06	35	45694	556	Employed	Master	14	17886	60	Divorced	1	Own	468	0.08611909852658789	1	1	0.4707008284002604	0	Debt Consolidation	1	26	24	5350	2476	85243	2692	3807.8333333333335	0.8463194352654014	5	82551	0.244886	0.2604541171022193	535.9961929915676	0.26366600244887317	0	60.0
890	2020-06-07	47	16805	484	Employed	Associate	24	38653	72	Single	0	Own	781	0.11229483243327933	2	0	0.3524694589306805	0	Home	0	24	13	1090	572	19023	73322	1400.4166666666667	0.7791955806748248	3	10914	0.311653	0.3259965918762362	1228.3802925623381	1.4348446004610567	0	55.0
891	2020-06-08	53	52961	622	Employed	High School	29	42613	24	Single	1	Mortgage	508	0.08097943542833513	3	2	0.3503489786313089	0	Debt Consolidation	0	26	16	1609	6339	164122	175655	4413.416666666667	0.7671941253254808	5	4112	0.20661300000000002	0.22372299896700074	2218.5261237260756	0.617781263282659	0	50.0
892	2020-06-09	49	29798	621	Unemployed	Bachelor	28	18538	72	Single	0	Own	550	0.1619801147335994	2	0	0.29452266320824333	0	Home	0	18	14	2667	441	90214	50815	2483.1666666666665	0.8829940868163844	5	39399	0.22303800000000001	0.19400849449791874	437.6228248183458	0.3977271594677546	0	53.0
893	2020-06-10	46	21626	588	Employed	High School	24	41310	48	Married	1	Rent	237	0.19592395425143536	4	0	0.39483907880555963	0	Education	0	22	29	3950	2520	160131	89202	1802.1666666666667	0.7006109425569667	3	70929	0.24231	0.23209210799513066	1328.785881548595	0.8688352251263821	0	53.0
894	2020-06-11	52	78977	595	Unemployed	Bachelor	27	19339	36	Single	1	Other	600	0.08067061204998538	4	0	0.1764498189058663	0	Auto	0	24	1	572	583	15628	153664	6581.416666666667	0.9462050774061533	5	5433	0.206839	0.20703530718427263	725.6576891170773	0.20142436746653997	0	56.0
895	2020-06-12	54	38014	496	Employed	Bachelor	33	22825	48	Married	2	Other	157	0.3818294588215586	1	2	0.08215475948310749	0	Home	0	15	9	6788	6194	69925	66134	3167.8333333333335	0.7313810128053315	6	3791	0.269825	0.24366139851891463	748.7645528796997	0.2859255704360603	0	52.0
896	2020-06-13	56	104364	630	Employed	High School	33	27665	48	Single	1	Other	430	0.5005759441650399	7	0	0.46826270727124586	0	Auto	0	21	29	2596	1243	261633	31049	8697.0	0.5191434777445915	6	230584	0.20766500000000002	0.17444371749833615	804.649174194092	0.14196265082144324	1	39.2
897	2020-06-14	47	57319	586	Employed	High School	29	16782	48	Married	1	Rent	625	0.19296653300540512	2	1	0.22906898060945868	0	Home	0	26	13	1939	3623	83307	7037	4776.583333333333	0.7204742591100912	5	76270	0.218782	0.2625384	568.2431346329552	0.24981101581666573	0	49.0
898	2020-06-15	37	39729	550	Employed	High School	17	22615	120	Single	3	Mortgage	772	0.5919153631815922	3	3	0.38194845760673	0	Home	0	17	24	482	255	71515	39812	3310.75	0.9885239072961443	6	31703	0.30261499999999997	0.32667808007018057	641.1914688511055	0.4268493449674864	0	56.0
899	2020-06-16	41	81914	547	Employed	High School	18	37632	48	Married	5	Mortgage	374	0.3947718435974927	3	0	0.17235869037357646	0	Other	0	21	15	671	358	176730	15959	6826.166666666667	0.7137816390877825	3	160771	0.259132	0.2712343545490054	1292.7497066544554	0.2441706726548998	0	45.0
900	2020-06-17	54	66964	592	Employed	Associate	29	36730	36	Single	1	Rent	352	0.3216328188469825	5	0	0.04214828799589524	0	Debt Consolidation	0	21	4	18222	372	130469	20705	5580.333333333333	0.7786535392119431	5	109764	0.22573000000000001	0.20184196242538696	1368.4680764563873	0.3083091947535489	0	49.0
901	2020-06-18	30	51426	633	Employed	Master	10	29377	60	Married	2	Mortgage	245	0.2321145764455349	8	1	0.5139892428646902	0	Other	0	30	19	817	2054	62958	23139	4285.5	0.67206026721942	12	39819	0.217877	0.22388071882885321	817.8559348833085	0.2480121187453759	0	55.0
902	2020-06-19	44	51497	592	Employed	High School	21	26464	96	Single	1	Rent	222	0.12392591752735634	3	0	0.19223762413083545	0	Home	0	28	21	5081	398	103852	67029	4291.416666666667	0.8161276910885951	11	36823	0.26546400000000003	0.2128634856046196	575.9178495160503	0.1859334367864653	0	49.0
903	2020-06-20	35	69649	558	Employed	High School	13	22969	24	Divorced	1	Mortgage	256	0.40700984685478	2	4	0.3714164661574493	0	Education	0	24	29	3011	4044	45756	134827	5804.083333333333	0.6806939296403562	6	5634	0.21896899999999997	0.2310718345081983	1204.1850787677472	0.2515789307127592	0	55.0
904	2020-06-21	40	22203	513	Unemployed	Associate	16	17766	72	Married	0	Own	182	0.3369691662596494	2	0	0.6250084883277941	0	Home	1	22	6	1776	654	22480	39755	1850.25	0.7181790903358609	4	4998	0.276266	0.23274469131340136	459.9288028805943	0.34694165808976857	0	71.0
905	2020-06-22	55	262144	575	Employed	Bachelor	35	10795	48	Married	0	Rent	561	0.162445450074351	2	0	0.33860521971661833	0	Auto	0	18	14	1814	491	104590	6540	21845.333333333332	0.5574922647370455	4	98050	0.21829500000000002	0.21866943484209656	339.3288047424316	0.04121378195537254	1	39.2
906	2020-06-23	42	49736	527	Employed	Bachelor	19	38545	60	Married	4	Other	183	0.11476648377834124	3	1	0.17267270815390767	0	Auto	0	24	28	615	445	12481	43266	4144.666666666667	0.8691206525636495	3	10424	0.280045	0.25283083863246236	1137.7526918539618	0.3186631876758794	0	50.0
907	2020-06-24	40	52667	600	Employed	Master	19	35591	48	Divorced	0	Rent	376	0.14975682358594716	1	3	0.25639588036965205	0	Home	0	29	23	2154	701	61128	11341	4388.916666666667	0.833780353533901	4	49787	0.23059100000000002	0.23569575692683592	1151.8791854625206	0.348122168066346	0	48.0
908	2020-06-25	23	15825	490	Employed	Associate	0	18994	36	Married	2	Other	519	0.1834817201234318	5	1	0.11363923130593642	0	Auto	0	23	16	966	159	38696	3049	1318.75	0.7928401817630276	5	35647	0.258994	0.2748212385907382	780.3553288568042	0.9852931403653491	0	51.0
909	2020-06-26	48	56667	539	Employed	High School	25	15356	36	Married	3	Own	678	0.414347105731304	2	0	0.27643062837669446	0	Education	0	21	21	2534	447	38367	8453	4722.25	0.7186695199963992	7	29914	0.230856	0.21231750982645897	580.3671495260947	0.2664761818044565	0	53.0
910	2020-06-27	47	52606	592	Employed	High School	25	36055	36	Single	0	Other	534	0.35009697818533847	6	0	0.17662748918705082	0	Education	0	26	16	903	657	139737	40901	4383.833333333333	0.790220473130807	1	98836	0.225055	0.20868584725012232	1355.9430069608225	0.43111652821978236	0	48.0
911	2020-06-28	65	27956	540	Employed	High School	42	25975	84	Married	1	Own	585	0.30104526954586996	7	0	0.4260959093052031	0	Home	0	26	16	6895	1294	100550	6823	2329.6666666666665	0.9673226101383053	5	93727	0.280975	0.2553764994941792	666.4251746084093	0.5371691978573798	0	56.0
912	2020-06-29	36	23081	624	Self-Employed	Bachelor	13	24333	48	Married	0	Mortgage	354	0.2202947190841814	3	2	0.43698085201791287	0	Other	0	30	29	1514	866	19722	8471	1923.4166666666667	0.825509598364959	5	11251	0.20733300000000002	0.20481340656830047	746.7166709562646	0.5722715675869838	0	58.0
913	2020-06-30	42	32497	630	Employed	Bachelor	20	16446	60	Married	0	Other	222	0.24471574266573118	3	1	0.0788685022779019	0	Other	0	31	16	4617	4175	41865	8459	2708.0833333333335	0.8215779620234696	2	33406	0.20644600000000002	0.18555970467396013	422.61026134901135	0.23803191482869607	0	48.0
914	2020-07-01	42	38876	594	Employed	High School	20	11051	120	Married	0	Own	994	0.04443919902460326	2	1	0.4136710169289986	0	Education	0	25	12	6641	192	66734	30973	3239.6666666666665	0.7748394208949557	3	35761	0.26905100000000004	0.3111049809806939	300.42840206469134	0.3995560454978984	0	56.0
915	2020-07-02	58	75611	624	Employed	Master	35	20594	36	Married	5	Rent	315	0.11720075898191981	4	3	0.16297777479412423	0	Home	0	20	21	18821	3279	64214	31813	6300.916666666667	0.6252085742155924	7	32401	0.19359400000000002	0.1926556063142787	757.6620225313786	0.17023904286911354	1	36.800000000000004
916	2020-07-03	38	55313	612	Employed	Master	15	17526	12	Married	1	Mortgage	272	0.3450509689693421	1	1	0.12539219481694802	0	Education	0	21	10	364	523	54157	9787	4609.416666666667	0.790628932174599	8	44370	0.17652600000000002	0.18850150873523222	1613.8830555583174	0.40913703228354653	0	47.0
917	2020-07-04	43	53319	610	Employed	Master	22	13677	72	Married	3	Mortgage	293	0.26597701765318305	5	0	0.3371968156059506	0	Home	0	20	16	840	575	37665	4960	4443.25	0.8981515037212844	3	32705	0.223677	0.23844012764149813	358.77805733846844	0.14668948570043738	1	40.800000000000004
918	2020-07-05	47	66851	621	Employed	High School	25	19329	48	Married	0	Rent	237	0.13484125954793663	2	0	0.16228205835091916	0	Education	0	29	10	1418	525	234089	69707	5570.916666666667	0.8798376879893417	3	164382	0.203829	0.17663093386778245	564.3921929145179	0.1438528416175407	1	33.6
919	2020-07-06	42	70459	607	Employed	High School	22	20544	84	Married	1	Rent	412	0.12307638240325999	3	1	0.32899460539727904	0	Education	0	21	4	3025	1318	61017	38282	5871.583333333333	0.947986271855099	5	22735	0.242044	0.2375139393360358	503.7153355955774	0.15595713857913013	0	53.0
920	2020-07-07	34	44975	462	Employed	High School	12	35781	36	Single	3	Rent	309	0.3952218720367015	5	1	0.029841810547829997	0	Home	0	25	28	2128	652	89673	25450	3747.9166666666665	0.7703969815731525	4	64223	0.28978099999999996	0.29644362244481365	1511.9984953620633	0.4858695262778157	0	49.0
921	2020-07-08	42	61100	554	Employed	Associate	21	52287	24	Married	5	Own	205	0.04570294362317826	5	0	0.20718016919411597	0	Education	0	29	25	4874	1238	179297	39097	5091.666666666667	0.8447741697888747	5	140200	0.250287	0.24254767416532486	2771.1241628653665	0.5845088372239672	0	47.0
922	2020-07-09	52	57865	575	Employed	Associate	28	33488	48	Married	0	Mortgage	917	0.7501809213171026	1	2	0.31159497950161236	0	Home	0	21	4	1512	1228	16138	17833	4822.083333333333	0.8180564090540712	4	6506	0.240988	0.24600676962109272	1102.920537658278	0.41888959564329625	0	59.0
923	2020-07-10	27	44921	546	Unemployed	Master	3	22941	60	Married	1	Rent	521	0.22270189292743756	3	0	0.598544306964916	0	Auto	0	24	22	908	2483	27723	24893	3743.4166666666665	0.7800374814428922	5	2830	0.254941	0.2039528	612.8528221669151	0.3028924971840115	0	62.0
924	2020-07-11	41	26230	546	Employed	High School	20	28973	48	Married	2	Rent	589	0.47553832785062533	2	0	0.26072889410287986	0	Debt Consolidation	0	28	27	1995	1381	95525	34960	2185.8333333333335	0.7822418349904978	8	60565	0.250973	0.24207733662214254	947.9033928201048	0.703120118712972	0	53.0
925	2020-07-12	31	55082	542	Employed	Bachelor	9	32621	72	Divorced	2	Mortgage	474	0.1283708946741647	2	1	0.33775674395443256	0	Education	0	22	17	726	425	112258	31404	4590.166666666667	0.9030135923656677	7	80854	0.276621	0.28312886562972994	946.1732304984575	0.3093946981950817	0	51.0
926	2020-07-13	54	74215	638	Employed	Bachelor	30	64916	84	Single	0	Rent	607	0.5121839983254713	2	2	0.48006744922883937	0	Home	0	24	24	94	1259	35965	125280	6184.583333333333	0.6747800178550377	3	10538	0.27091600000000005	0.23668420194683326	1588.271722603231	0.35495871011572827	0	54.0
927	2020-07-14	21	52859	571	Employed	High School	0	26984	12	Married	1	Mortgage	261	0.29539460056265937	6	0	0.46476111926661895	0	Home	0	20	7	1336	1709	99479	13718	4404.916666666667	0.9673645884054165	6	85761	0.20648400000000003	0.16518720000000003	2454.910093187099	0.6165633310930057	0	55.0
928	2020-07-15	33	53732	492	Employed	High School	12	20640	72	Married	0	Rent	632	0.25612791333017326	7	1	0.13338808799434806	0	Home	1	33	11	2680	1206	31684	82070	4477.666666666667	0.7655007118314835	1	10154	0.28964	0.27471114657760837	587.6843826882496	0.2723928495544367	0	56.0
929	2020-07-16	44	44997	567	Employed	Bachelor	24	16101	72	Divorced	1	Mortgage	391	0.28570343641626617	1	2	0.2709395254972464	1	Auto	0	24	11	1236	421	31278	36878	3749.75	0.7517408121326189	6	1858	0.247601	0.2311990525528504	415.32763641224466	0.21503503871251273	0	65.0
930	2020-07-17	58	51640	494	Employed	Bachelor	34	15605	12	Divorced	1	Rent	436	0.304999248685873	4	0	0.3856512884302089	1	Education	0	26	19	2045	5736	86014	18538	4303.333333333333	0.954722673036247	5	67476	0.233605	0.24010918714679483	1475.6849636311752	0.44423353144024214	0	64.0
931	2020-07-18	39	43350	554	Unemployed	Doctorate	15	13925	96	Married	2	Rent	607	0.45356204360233937	2	0	0.18918640607602236	0	Home	0	24	10	423	1160	126006	13457	3612.5	0.7266186555661122	7	112549	0.271925	0.22671512276942546	315.38363564633994	0.25533111021351973	0	51.0
932	2020-07-19	33	34063	428	Employed	Master	11	18291	36	Single	2	Rent	513	0.6186018588022177	9	2	0.3793337601754854	0	Debt Consolidation	0	36	11	4946	484	18663	5657	2838.5833333333335	0.8081032058149492	6	13006	0.28929099999999996	0.33916580236223537	816.2354223098703	0.46827422915534284	0	57.0
933	2020-07-20	62	87307	628	Employed	Master	38	16604	72	Married	1	Mortgage	976	0.1110747281980786	7	1	0.5191105108550835	0	Education	0	29	13	694	620	52359	11879	7275.583333333333	0.6307172966961486	2	40480	0.21760400000000002	0.24664653834452768	443.8542858766453	0.19515332597065232	0	53.0
934	2020-07-21	22	15130	599	Employed	Bachelor	4	22821	48	Widowed	0	Rent	606	0.06824248896305041	3	1	0.37287020912906127	1	Debt Consolidation	0	26	1	873	105	62221	12311	1260.8333333333333	0.9350902734979961	3	49910	0.21832100000000002	0.2303940977495279	731.9394724057051	1.0611549021063096	0	71.0
935	2020-07-22	18	143933	582	Unemployed	High School	0	26569	84	Married	1	Rent	368	0.07506519821090771	1	0	0.6014036684627158	0	Education	0	19	18	1254	1523	48968	4229	11994.416666666666	0.9791016002157008	4	44739	0.26056900000000005	0.21384150259760806	612.338001406208	0.08173286193488982	1	46.400000000000006
936	2020-07-23	45	197517	591	Employed	Master	23	31742	60	Married	2	Mortgage	601	0.384336651090893	4	0	0.10996965443758758	0	Home	0	20	19	746	1800	47453	67936	16459.75	0.9269223068676713	2	9807	0.241242	0.22881457675645034	892.6613998004332	0.09074629929375799	1	38.400000000000006
937	2020-07-24	33	55332	581	Employed	Master	10	43374	60	Married	0	Mortgage	179	0.31853447646510913	1	1	0.20122151074483166	0	Auto	0	24	24	1075	4128	71334	40044	4611.0	0.8275327679104671	4	31290	0.257874	0.2300899632162696	1222.9576922581796	0.30404634401608754	0	52.0
938	2020-07-25	27	59383	561	Employed	Associate	5	10466	48	Single	1	Mortgage	512	0.2581775497875928	3	1	0.05544516980788523	0	Debt Consolidation	0	32	27	23163	173	68824	1950	4948.583333333333	0.8336674475642031	4	66874	0.224966	0.24481859496857358	344.00481819156596	0.17297977229676492	1	38.400000000000006
939	2020-07-26	48	76133	520	Employed	Associate	23	15151	24	Single	0	Rent	603	0.2205014151943181	3	0	0.324215883292558	0	Other	0	37	25	2950	391	382775	77560	6344.416666666667	0.7648611568300372	3	305215	0.230151	0.24924469125441895	808.0578463571641	0.2224093908855026	1	38.400000000000006
940	2020-07-27	42	37449	649	Employed	Bachelor	22	19647	60	Married	1	Own	265	0.49061579786893117	2	2	0.19018918042577893	0	Education	0	27	27	2886	2069	4955	11229	3120.75	0.9582600542478358	7	6215	0.20014700000000002	0.21395605914095214	535.8989006702892	0.2566366740912567	0	49.0
941	2020-07-28	33	91948	644	Employed	Doctorate	8	29198	48	Single	2	Own	544	0.21927144953089645	2	0	0.3561480043207065	0	Debt Consolidation	0	34	25	932	2388	173974	27727	7662.333333333333	0.7264648063800055	2	146247	0.20219800000000002	0.18310700480305303	862.4389374433966	0.1835523040122761	1	36.800000000000004
942	2020-07-29	24	66571	515	Employed	High School	1	26638	48	Divorced	1	Mortgage	396	0.27427288649547027	2	1	0.3509193962818566	0	Auto	0	31	11	29297	352	29649	45049	5547.583333333333	0.8108085161708349	5	5389	0.264138	0.25215132244987215	886.4388444333053	0.23117072198404207	0	54.0
943	2020-07-30	50	20733	592	Employed	Bachelor	26	21898	48	Married	5	Own	819	0.14542163303727704	4	3	0.09753593593410062	0	Auto	0	24	15	2262	7765	72883	12516	1727.75	0.7450482702097886	8	60367	0.220898	0.22839484409976335	699.9387246248384	0.8791426564172122	0	49.0
944	2020-07-31	47	21176	577	Employed	Master	25	9330	72	Single	3	Mortgage	519	0.33844948450596407	2	3	0.4975178339308396	0	Home	0	26	21	9557	301	45008	33782	1764.6666666666667	0.8236604814245561	6	11226	0.23583	0.26149505299171427	257.94471707249767	0.4402784569734592	0	58.0
945	2020-08-01	38	74407	598	Employed	Bachelor	18	16099	24	Single	1	Mortgage	377	0.49264864951809656	2	2	0.017208602727361	0	Education	0	31	20	2989	921	384020	48690	6200.583333333333	0.8902614200698574	8	335330	0.192099	0.21194812739994318	828.7988803465925	0.19446539390324982	1	36.0
946	2020-08-02	62	56927	602	Employed	Bachelor	38	21949	72	Single	1	Other	538	0.12610837028102784	7	1	0.18648947714091962	0	Education	0	35	21	4629	1319	51066	66917	4743.916666666667	0.853113717698528	4	1784	0.235949	0.23093453645799275	565.8286628542226	0.2326829791531377	0	46.0
947	2020-08-03	27	40187	587	Self-Employed	Master	4	23575	24	Married	3	Rent	321	0.34640829749466373	5	1	0.20755178208734631	0	Debt Consolidation	1	23	20	1262	331	67734	113343	3348.9166666666665	0.7857330201467803	3	6018	0.20507499999999998	0.2164319840342404	1218.8775810300774	0.4598136455162348	0	62.0
948	2020-08-04	21	28473	480	Employed	High School	0	31204	36	Married	1	Other	402	0.4045978782188734	4	2	0.1526735884330519	0	Home	0	23	28	1378	3286	19618	2894	2372.75	0.7306340866528733	3	16724	0.276204	0.3088482351386412	1339.826781322543	0.7340962095975315	0	53.0
949	2020-08-05	31	24627	480	Employed	High School	9	12468	120	Single	0	Rent	719	0.34619916472516066	3	1	0.4017479351213429	0	Debt Consolidation	0	24	28	5355	1091	30292	31220	2052.25	0.8106698928715417	4	1011	0.327468	0.37120393674123786	395.9117461576433	0.54326312396523	0	58.0
950	2020-08-06	39	35335	590	Unemployed	Associate	17	26213	72	Married	1	Own	296	0.34848408179649676	2	1	0.16845530497028846	0	Education	0	26	8	814	3679	69154	28920	2944.5833333333335	0.9117584715548354	9	40234	0.24621300000000002	0.19697040000000002	623.280625242968	0.3121937881113801	0	55.0
951	2020-08-07	42	21350	615	Employed	High School	17	30703	60	Single	0	Rent	382	0.39207121197743117	0	1	0.5146903206882213	0	Home	0	25	4	1322	1700	13986	8798	1779.1666666666667	0.5632097663599221	3	5188	0.228203	0.23403040904191047	872.6564809054187	0.7051933382138185	0	60.0
952	2020-08-08	37	94266	508	Employed	Associate	11	44312	36	Divorced	0	Other	446	0.1893132603077571	4	1	0.08075007042228678	0	Education	0	23	1	2726	2384	153079	20083	7855.5	0.9277379198311423	9	132996	0.275312	0.26223395515967857	1790.6354115372328	0.28472222156924865	0	48.0
953	2020-08-09	44	49778	607	Employed	High School	21	18699	60	Married	1	Mortgage	909	0.26029055741745477	6	3	0.3532529511162283	0	Debt Consolidation	0	29	20	2017	684	14388	67592	4148.166666666667	0.7510881954572906	3	6575	0.22019899999999998	0.24920895918275937	547.9735517035908	0.3512331274949393	0	52.0
954	2020-08-10	24	50203	557	Employed	Bachelor	3	22221	84	Married	2	Mortgage	269	0.2772887445624381	2	1	0.5985478271093838	0	Debt Consolidation	0	31	21	7969	1571	12318	63716	4183.583333333333	0.9518203874962041	3	9432	0.268721	0.27151572251200595	593.3741511310988	0.2061328967108178	0	58.0
955	2020-08-11	57	79895	604	Employed	Associate	33	26056	60	Widowed	4	Mortgage	472	0.17145603000971657	5	1	0.22945788004894724	0	Home	0	16	15	1315	740	154939	7974	6657.916666666667	0.9039437823609874	6	146965	0.22905599999999998	0.18941661123897885	675.0708700749744	0.1722867568796507	1	35.2
956	2020-08-12	39	233389	613	Employed	Bachelor	17	10552	72	Single	4	Rent	918	0.11063813310267236	2	0	0.08233152969584875	0	Auto	0	23	3	2057	1298	92685	14720	19449.083333333332	0.9350543886902077	4	77965	0.219052	0.21661335575868362	263.0138578766682	0.060723368687127584	1	36.0
957	2020-08-13	53	25603	557	Employed	High School	29	44199	36	Widowed	4	Rent	266	0.0398519013671767	2	0	0.22968059279336897	0	Debt Consolidation	0	27	6	2671	1169	53542	37634	2133.5833333333335	0.8102471765925062	7	15908	0.250699	0.24956554970325517	1756.3291204269592	0.9478556983604854	0	55.0
958	2020-08-14	44	15000	600	Employed	High School	22	36179	48	Married	0	Own	189	0.21087942022263592	6	2	0.03704699621953344	0	Education	0	29	3	11619	3006	91822	7290	1250.0	0.7448797573454112	3	84532	0.231179	0.20993721206657795	1120.1857002640745	1.0473485602112595	0	50.0
959	2020-08-15	45	40484	540	Self-Employed	High School	19	16122	36	Married	1	Own	1249	0.3174247034544829	1	3	0.12669836711482246	0	Home	0	31	11	1353	2830	154653	2472	3373.6666666666665	0.7778465579331018	10	152181	0.231122	0.20432811427611292	602.7125757095563	0.5488724164735371	0	50.0
960	2020-08-16	46	16070	493	Employed	High School	25	11614	36	Widowed	0	Mortgage	113	0.24237374352609903	3	1	0.21088392972825926	0	Home	0	21	7	6991	468	192381	6841	1339.1666666666667	0.7226298854516862	5	185540	0.25011399999999995	0.28088665640912963	480.95321221154285	0.44352448951702017	0	51.0
961	2020-08-17	45	38054	568	Employed	High School	22	24848	96	Married	0	Other	1136	0.08639568248128968	4	2	0.17012061855820707	0	Other	0	23	26	9699	1430	25374	7304	3171.1666666666665	0.8722190693682754	7	18070	0.275848	0.29355426956393404	674.0867349033869	0.5707952073064761	0	50.0
962	2020-08-18	47	70915	597	Employed	High School	25	37814	60	Single	3	Mortgage	613	0.050979741440829125	1	1	0.4019111252231536	0	Home	0	27	22	515	1489	61902	30048	5909.583333333333	0.9196033553610239	3	31854	0.24431399999999998	0.2552106075129354	1121.4719830412241	0.2935015694351645	0	55.0
963	2020-08-19	55	148125	611	Employed	Bachelor	33	14871	36	Married	1	Own	216	0.2539669579906754	1	2	0.2688533777329469	0	Home	0	24	28	1832	1279	35192	32353	12343.75	0.9455455413365624	4	2839	0.194371	0.19673993667102188	550.1925419343063	0.06207129453645013	1	37.6
964	2020-08-20	42	17066	534	Employed	High School	20	15905	36	Married	2	Mortgage	545	0.402115650326969	3	0	0.03823585503020744	0	Education	0	30	10	858	208	61716	7531	1422.1666666666667	0.8623086780466716	7	54185	0.233905	0.22622649476441534	612.5543625208211	0.8139372055695449	0	51.0
965	2020-08-21	48	25702	590	Employed	Associate	24	24205	72	Married	0	Own	749	0.31471298838449907	5	0	0.646198183774413	0	Debt Consolidation	0	24	12	1436	1584	51463	28259	2141.8333333333335	0.9409252232029919	7	23204	0.244205	0.20713779283150008	589.8362810735493	0.6250889180951907	0	60.0
966	2020-08-22	38	47367	508	Unemployed	High School	14	17461	24	Widowed	2	Rent	397	0.5771367165094432	2	1	0.3212741778117425	0	Other	0	23	17	10708	2728	43113	5339	3947.25	0.906406471029056	9	37774	0.238461	0.22244284310561124	907.952238771792	0.3305978184234067	0	59.0
967	2020-08-23	57	90966	599	Employed	Master	33	30257	120	Married	3	Rent	322	0.19039847822619993	3	2	0.06110729119703249	0	Education	0	27	19	8749	5387	75202	12462	7580.5	0.9065531862472366	3	62740	0.28575700000000004	0.25761969623178	704.6451939317474	0.13543238492602697	1	36.800000000000004
968	2020-08-24	31	64315	555	Employed	High School	9	16274	60	Divorced	2	Rent	232	0.49508762670630063	3	1	0.3051704756454472	0	Debt Consolidation	0	16	11	34002	414	90652	25766	5359.583333333333	0.9269835031952202	2	64886	0.243774	0.26985019506758406	496.78621768737383	0.1359781483673869	0	53.0
969	2020-08-25	61	129517	533	Employed	Associate	38	29430	48	Married	2	Own	510	0.27723592693718396	6	0	0.13506507044506574	0	Auto	0	35	23	12494	179	125804	10954	10793.083333333334	0.9595799974420169	2	114850	0.25793	0.2622008147313441	995.9477959410482	0.13952896956610003	1	35.2
970	2020-08-26	39	72616	484	Unemployed	Associate	15	13405	72	Single	3	Mortgage	559	0.35283075192768676	3	1	0.4509365494166241	0	Other	0	23	10	514	2413	175830	17866	6051.333333333333	0.8250685816870355	9	157964	0.286405	0.2893737961753978	394.1402823074178	0.15750913555812787	0	55.0
971	2020-08-27	22	36986	565	Employed	Bachelor	0	12243	96	Single	5	Rent	283	0.2704229247797671	3	1	0.018817229299144235	1	Debt Consolidation	0	33	1	3297	876	37652	70553	3082.1666666666665	0.6679633905109322	2	9348	0.264743	0.24311929133570617	290.3801012223561	0.18603150420884315	0	67.0
972	2020-08-28	41	91313	572	Employed	Associate	23	21648	60	Married	1	Own	227	0.34030396033577476	3	2	0.07699085641694912	0	Debt Consolidation	0	16	26	15469	6960	46755	14173	7609.416666666667	0.5743372427561909	5	32582	0.24064800000000003	0.2589973618891757	646.8669256763756	0.1148401991843057	1	39.2
973	2020-08-29	31	44961	595	Employed	Associate	9	15062	84	Married	1	Rent	186	0.4881681795679162	2	0	0.10427503887100172	0	Other	0	26	24	485	613	91668	6213	3746.75	0.8911620976460622	5	85455	0.242562	0.26070277326866836	391.6110729063961	0.15416322757226825	0	50.0
974	2020-08-30	50	67922	619	Employed	Bachelor	28	16581	60	Married	1	Other	689	0.1471687336181384	1	0	0.13210312152642834	0	Auto	0	27	29	2325	1077	137985	54526	5660.166666666667	0.8168986703627065	6	83459	0.21208100000000002	0.21904290211281882	457.04734090175185	0.20247590016225997	1	35.2
975	2020-08-31	32	40130	552	Employed	Bachelor	8	25797	48	Married	0	Other	608	0.17767481083277017	1	0	0.40356318384696643	0	Auto	0	25	29	7198	1218	101310	36320	3344.1666666666665	0.876036772996983	10	64990	0.24479700000000001	0.22766205886909482	823.530916941133	0.4280680539071417	0	54.0
976	2020-09-01	34	49484	580	Employed	High School	12	27909	96	Married	2	Mortgage	866	0.1258545051155351	2	2	0.3552210023912978	0	Debt Consolidation	0	12	24	11487	555	88221	38737	4123.666666666667	0.798410658009072	4	49484	0.272909	0.2681933083043585	708.6473608439037	0.38185612177929923	0	54.0
977	2020-09-02	18	15000	510	Employed	Associate	0	4698	36	Single	2	Mortgage	142	0.550555774793686	5	1	0.2178417731796483	0	Auto	0	27	7	8757	4914	42060	19804	1250.0	0.9323631726337307	4	22256	0.23469800000000002	0.22366955248827525	180.31183104207082	0.25784946483365667	0	56.0
978	2020-09-03	34	90635	575	Employed	Doctorate	14	24248	120	Single	0	Rent	643	0.7142162578534165	1	0	0.08127590388830394	0	Home	0	29	2	6205	1287	45613	92886	7552.916666666667	0.7587515596771206	4	6856	0.291748	0.3115893556113448	660.0723762467962	0.17252571870647712	0	55.0
979	2020-09-04	18	20685	554	Employed	Associate	0	26720	48	Single	0	Mortgage	653	0.5378288803007787	6	0	0.338386816167911	0	Home	0	19	4	3874	2086	37547	372	1723.75	0.8550523957005366	4	37175	0.24472	0.2640971681802634	907.0965035319045	0.9050596104608584	0	60.0
980	2020-09-05	20	25605	564	Employed	Associate	0	29744	96	Single	0	Rent	166	0.06515305258371164	0	1	0.4812968847124379	0	Other	0	19	15	8896	2217	35902	23301	2133.75	0.9559705424517597	4	12601	0.282744	0.26044968893764076	739.7256894726025	0.42447601146929237	0	57.0
981	2020-09-06	49	15000	572	Unemployed	High School	29	14680	36	Single	2	Mortgage	339	0.11461828541729888	2	1	0.5763014940904455	0	Home	1	32	1	9278	359	127899	16027	1250.0	0.5499586021777084	7	111872	0.21368	0.23829691703398923	574.6263893064764	0.7309011114451811	0	68.0
982	2020-09-07	49	30487	616	Employed	Master	21	39474	48	Divorced	2	Mortgage	636	0.3478681654694791	2	1	0.17115647950287483	0	Home	0	23	22	4310	2887	13068	4796	2540.5833333333335	0.9431734327650351	4	8272	0.22647400000000004	0.24587260695458682	1299.773917888532	0.7619407293161801	0	48.0
983	2020-09-08	45	24016	510	Employed	High School	20	23337	96	Married	2	Rent	307	0.09210528785998423	4	0	0.2936424646599047	0	Debt Consolidation	1	25	9	546	923	35311	13989	2001.3333333333333	0.7737180154817855	6	21322	0.303337	0.24273820015813105	552.9229756133698	0.42967503778149724	0	60.0
984	2020-09-09	28	41395	585	Employed	High School	5	11503	60	Married	3	Mortgage	324	0.430291093054684	1	1	0.13775045840152808	0	Debt Consolidation	0	21	10	2439	421	24230	6322	3449.5833333333335	0.7731489988088996	5	17908	0.224003	0.24325853341958217	333.0971386037184	0.19048594427454088	0	52.0
985	2020-09-10	39	24412	624	Employed	Associate	18	20679	72	Married	3	Mortgage	294	0.09407678904191064	1	1	0.12186119063773412	0	Debt Consolidation	0	32	29	4158	1082	119369	87788	2034.3333333333333	0.8619992674770056	4	31581	0.22367900000000002	0.21367047009965423	511.8424604176948	0.3961211504592962	0	48.0
986	2020-09-11	39	33720	569	Employed	Associate	17	14379	48	Married	2	Mortgage	365	0.24111808249873362	1	2	0.43753824491364446	0	Education	0	14	21	5608	616	252595	14353	2810.0	0.883823364779828	3	238242	0.22487900000000002	0.18218507784046722	424.0266828707871	0.28079241383302034	1	42.400000000000006
987	2020-09-12	26	36263	578	Unemployed	Doctorate	3	43568	48	Single	0	Other	414	0.3138500598328257	3	1	0.46475909767379237	0	Education	0	16	22	1957	659	62028	22339	3021.9166666666665	0.7524710767850441	8	39689	0.249568	0.24471445736872693	1431.7758122105029	0.6107963970583249	0	60.0
988	2020-09-13	58	18225	617	Employed	High School	35	25829	60	Single	3	Other	937	0.15459899520119877	0	0	0.3768273233739539	0	Other	0	27	1	2885	772	18316	4856	1518.75	0.6962539604465638	10	13460	0.222329	0.24418445790462207	749.3344234272647	1.1103436532854418	0	56.0
989	2020-09-14	50	50064	569	Unemployed	Associate	24	30954	36	Divorced	4	Mortgage	508	0.3100638989873378	2	3	0.09431247878256019	0	Education	0	22	7	3053	885	49470	6963	4172.0	0.9224021578749638	5	42507	0.23145400000000002	0.2639279595467834	1253.641803332239	0.4222535482579672	0	54.0
990	2020-09-15	37	33888	575	Employed	High School	15	14075	24	Married	3	Mortgage	159	0.07979147984794152	2	0	0.07902749892136259	0	Home	0	16	2	588	3521	38862	31579	2824.0	0.7700643695668643	3	7283	0.201575	0.24189	745.4890712293785	0.32028649831068645	0	54.0
991	2020-09-16	40	49566	612	Employed	Bachelor	16	33062	12	Single	3	Rent	450	0.31067007872583924	3	0	0.456790053586797	0	Other	0	28	21	1859	1374	59869	31040	4130.5	0.7723288120369891	2	28829	0.192062	0.2304744	3111.1083389252585	0.862149458643084	0	54.0
992	2020-09-17	42	81304	610	Unemployed	Associate	22	32230	48	Married	0	Rent	407	0.1075578997323737	0	1	0.05825279210294485	0	Home	0	21	18	625	1124	52648	14134	6775.333333333333	0.9281148715683687	3	38514	0.22223	0.198591838869957	978.3541146644367	0.2044702520905889	0	48.0
993	2020-09-18	18	41171	545	Employed	Bachelor	0	18839	72	Married	2	Mortgage	610	0.21125505934097566	2	0	0.26636107797468445	0	Home	1	25	14	3775	844	262378	28134	3430.9166666666665	0.7593047270941715	4	234244	0.261339	0.2841231798922658	547.6150133443132	0.33740691652210925	0	55.0
994	2020-09-19	37	32162	607	Employed	Associate	14	12629	48	Married	0	Rent	439	0.06617006922042475	0	2	0.4881057052753853	0	Education	0	9	29	17154	9445	26599	21251	2680.1666666666665	0.6815863693281934	1	5348	0.204129	0.2375611962598192	410.02771980707575	0.31678168763400627	0	53.0
995	2020-09-20	31	72939	605	Employed	Bachelor	7	27799	72	Single	2	Mortgage	339	0.159089477151982	3	2	0.36561050257912997	0	Auto	0	20	16	2288	960	313443	62619	6078.25	0.7354364583811455	5	250824	0.24029899999999998	0.2690436099586703	781.6355863404381	0.18436813002762933	0	44.0
996	2020-09-21	27	38101	608	Self-Employed	Associate	6	18269	24	Married	1	Rent	322	0.12475550853298847	6	0	0.14177909469075528	0	Auto	0	41	10	2971	2585	105328	59086	3175.0833333333335	0.6357635227032428	3	46242	0.189269	0.16600604567407987	899.7586633351671	0.384795778589066	0	50.0
997	2020-09-22	36	40615	641	Unemployed	Associate	14	28238	24	Single	0	Mortgage	300	0.3081292444424293	2	1	0.16345689029861946	0	Education	0	27	8	2631	4553	89923	74596	3384.5833333333335	0.6511405908158834	4	15327	0.18273799999999998	0.1957946634708004	1431.4011597647116	0.5115551869303592	0	52.0
998	2020-09-23	61	91274	594	Employed	Bachelor	36	13560	36	Married	3	Mortgage	789	0.5377437204532658	3	1	0.10137260627824832	0	Auto	0	21	9	2288	2030	94280	314621	7606.166666666667	0.8407032842970953	7	6366	0.20156	0.161248	477.56527555160324	0.1665182122687648	1	40.800000000000004
999	2020-09-24	47	33812	516	Employed	Associate	22	18697	60	Married	2	Rent	547	0.2568265405128666	2	1	0.32010314304338605	0	Home	0	24	19	2033	3013	102035	12631	2817.6666666666665	0.9260892519433844	5	89404	0.265697	0.3108769436891398	617.4622974736506	0.4132718434190171	0	53.0
1000	2020-09-25	33	108314	642	Employed	Master	10	20922	12	Single	4	Other	315	0.1530753091790289	2	1	0.3102698098951731	1	Other	0	23	27	2325	956	14618	34910	9026.166666666666	0.9825291678200596	4	3799	0.164922	0.1570548152944814	1895.356289186102	0.24488316810599947	1	48.800000000000004
1001	2020-09-26	46	60229	575	Employed	Associate	28	23509	72	Divorced	1	Rent	438	0.3051176988600561	0	0	0.363538082839812	0	Home	0	19	8	714	6274	34992	9330	5019.083333333333	0.8531624707526488	2	25662	0.25100900000000004	0.24047182715410315	619.5909908963291	0.21071397318162263	0	55.0
1002	2020-09-27	56	166387	673	Self-Employed	Master	28	60044	48	Married	3	Own	367	0.06503972047140454	3	0	0.3363728255332398	0	Home	0	25	19	10332	2723	28990	26330	13865.583333333334	0.8398940394516949	7	2660	0.218544	0.202917852007025	1836.508209732628	0.15891925761502723	1	38.400000000000006
1003	2020-09-28	51	48256	551	Employed	High School	29	66609	36	Married	0	Own	722	0.151276616015895	4	2	0.2607656149815713	0	Education	0	18	17	1768	1624	284265	34022	4021.3333333333335	0.9860958631307131	8	250243	0.276109	0.24208831341020862	2620.5702054574126	0.8312094343809878	0	46.0
1004	2020-09-29	40	78385	573	Employed	High School	18	25758	24	Married	1	Other	168	0.15631166265925717	1	1	0.3854493550387203	0	Education	0	30	16	4098	739	62349	171288	6532.083333333333	0.7200149364702215	9	2643	0.214258	0.21897996231072672	1334.980369925953	0.23009203851644366	0	53.0
1005	2020-09-30	32	16820	553	Self-Employed	Associate	11	13514	72	Married	1	Rent	315	0.47690028747059454	2	2	0.17422047288288706	0	Other	0	38	11	3934	3357	43141	161292	1401.6666666666667	0.8478194381633258	4	9258	0.25201399999999996	0.27020517267498195	380.96145216739563	0.49652422271157837	0	56.0
1006	2020-10-01	48	93993	481	Unemployed	High School	25	20112	72	Single	1	Rent	203	0.09751865658813157	3	3	0.21110527350107022	0	Auto	0	31	2	943	615	33077	159157	7832.75	0.8503771112405691	1	1850	0.294612	0.2356896	524.2350392803119	0.09284542967416448	1	45.6
1007	2020-10-02	44	76935	544	Employed	Associate	21	39070	12	Married	2	Mortgage	343	0.14513316149838115	0	1	0.4043812048195092	0	Debt Consolidation	0	27	6	1279	1654	244092	29429	6411.25	0.5380502917697515	5	214663	0.23207	0.22741059395099392	3670.681159723687	0.6260372251469973	0	53.0
1008	2020-10-03	50	64057	588	Employed	High School	26	13309	48	Married	0	Other	213	0.24707438934011075	1	1	0.22778571032471828	0	Auto	0	30	17	572	1997	52252	17549	2669.0833333333335	0.7856275506954985	3	34703	0.214309	0.17144720000000002	385.0289676727041	0.2240578104865106	0	52.0
1009	2020-10-04	47	90882	512	Employed	Master	26	29746	36	Single	0	Mortgage	1375	0.23701721994730976	4	1	0.2681779237663095	0	Debt Consolidation	0	26	13	1388	303	20154	21505	7573.5	0.9034990296617953	3	9821	0.25874600000000003	0.30538370729939995	1271.5519610237377	0.34944899465554075	0	51.0
1010	2020-10-05	52	29634	628	Employed	Bachelor	30	18717	36	Married	0	Mortgage	502	0.2459410554457482	2	0	0.36017986967120047	0	Education	0	32	4	1075	2331	66170	8405	2469.5	0.9258943995397722	2	57765	0.18971700000000002	0.19466844310306997	690.5166227045598	0.4828980047396476	0	54.0
1011	2020-10-06	33	34534	597	Employed	Associate	6	11971	60	Married	1	Own	669	0.15937993154690644	1	1	0.6285378748296693	0	Education	0	19	14	3140	1253	125257	16928	2877.8333333333335	0.9143846144671189	8	108329	0.21847100000000003	0.23368099078996266	340.00465003535584	0.35061260787699855	0	54.0
1012	2020-10-07	55	35187	604	Employed	Bachelor	32	21477	48	Married	2	Own	367	0.39285986255500643	3	1	0.03611538431267619	0	Home	0	30	16	2867	469	76385	10249	2932.25	0.9211197147017042	5	66136	0.214477	0.21390340173701305	669.5675821547361	0.35350586824272695	0	46.0
1013	2020-10-08	42	84598	579	Employed	High School	20	25870	24	Divorced	3	Rent	322	0.12179409166261751	1	5	0.040230085297003323	0	Home	0	32	1	1247	4498	46166	20843	7049.833333333333	0.9545887971445041	2	25323	0.21137	0.19816856855640827	1314.361013503761	0.2321134324930274	0	52.0
1014	2020-10-09	64	153162	508	Employed	Master	43	31309	36	Married	1	Own	1305	0.061401642949670966	4	0	0.07827387930027951	0	Home	0	21	4	303	2075	139812	97297	12763.5	0.7651984871069702	4	42515	0.262309	0.22613900432374162	1205.6711858360254	0.1967071090089729	1	40.0
1015	2020-10-10	31	31212	602	Employed	Associate	7	25354	48	Married	0	Own	492	0.369275140225	3	3	0.47426340565724695	0	Auto	0	26	2	12014	322	49848	9869	2601.0	0.4178894906123946	6	39979	0.21935400000000002	0.2222151357186297	801.8572491605571	0.497446078108634	0	58.0
1016	2020-10-11	60	18712	508	Employed	High School	35	48244	36	Married	5	Other	707	0.7435233458685846	2	0	0.26653336866005445	0	Home	0	22	12	6524	1472	50704	5863	1559.3333333333333	0.7763147890303688	5	44841	0.27924400000000005	0.2586352106771671	1940.2749661101998	1.6976966435080376	0	56.0
1017	2020-10-12	42	25268	638	Employed	Master	18	11956	60	Widowed	3	Mortgage	601	0.28566880087325136	3	4	0.41555441898719186	0	Auto	0	28	10	5602	647	77499	9116	2105.6666666666665	0.5357060798711366	4	68383	0.19795600000000002	0.2031797806738292	318.87993277515466	0.4368592367144949	0	53.0
1018	2020-10-13	32	52299	596	Employed	Associate	10	16709	60	Married	2	Other	493	0.1817306825148071	5	0	0.21686360852022943	0	Education	0	24	26	5664	483	147968	15806	4358.25	0.7011589742889874	5	132162	0.223709	0.254088600532057	494.4444799710787	0.2265690311411871	0	47.0
1019	2020-10-14	34	49090	611	Employed	Bachelor	11	8035	24	Married	3	Mortgage	251	0.2462587318807933	3	2	0.2840853441633673	0	Home	0	22	9	1251	1487	29335	28163	4090.8333333333335	0.8541992215589177	4	1172	0.17753499999999997	0.16791016641563933	396.4622216507124	0.1582714740233968	1	40.800000000000004
1020	2020-10-15	36	40777	533	Employed	Master	10	6972	60	Single	3	Rent	160	0.3917744064823513	1	1	0.25927743563286154	0	Home	1	36	14	2290	2974	285238	11042	3398.0833333333335	0.7978558799474498	4	274196	0.24547200000000002	0.2514312729376763	205.22286311754567	0.10747907784806503	1	42.400000000000006
1021	2020-10-16	45	32164	602	Employed	Master	20	16872	60	Widowed	0	Own	588	0.2311209535247391	1	1	0.3496569821020789	0	Auto	0	29	6	643	454	35229	81595	2680.3333333333335	0.9252489414092043	9	1174	0.220872	0.2430332174991237	488.3481416829482	0.40157249409884893	0	54.0
1022	2020-10-17	46	157771	496	Employed	Master	25	22415	24	Married	0	Rent	357	0.30417680134119895	1	0	0.09345965699818831	0	Education	0	22	4	10344	1164	19663	5932	13147.583333333334	0.8963083024537485	5	13731	0.24941499999999997	0.28298888593088184	1233.742177579069	0.12099122228387237	1	40.800000000000004
1023	2020-10-18	33	34564	617	Employed	Associate	15	15627	48	Single	0	Own	846	0.6638586792664296	2	2	0.32829882791354215	0	Debt Consolidation	0	14	3	4811	1327	18829	10298	2880.3333333333335	0.7414368051969663	9	8531	0.20212700000000003	0.21636379133898384	489.2657663697423	0.46358029152982605	0	57.0
1024	2020-10-19	39	28178	485	Employed	Bachelor	16	8749	72	Single	1	Mortgage	74	0.40729345148256013	2	2	0.1852184560521375	0	Other	0	20	2	3931	815	8292	46272	2348.1666666666665	0.9075232876126557	5	6845	0.28124899999999997	0.30063110650256936	263.5624234622473	0.14375573431567065	0	57.0
1025	2020-10-20	65	102889	565	Employed	High School	41	21977	96	Single	3	Mortgage	154	0.20028182850929543	1	2	0.2564465919111918	0	Auto	0	18	3	4814	875	71795	48830	8574.083333333334	0.7469609090590116	3	22965	0.27447699999999997	0.3253620947020641	645.3532796737311	0.0932290075332132	0	54.0
1026	2020-10-21	60	70618	627	Employed	Master	40	37900	36	Divorced	5	Mortgage	224	0.12110257223020081	2	0	0.047184972042765	0	Auto	0	25	19	2551	3579	246583	16513	5884.833333333333	0.6579121972289635	4	230070	0.2094	0.2334251456405416	1473.8729235965266	0.28851673911974735	0	42.0
1027	2020-10-22	45	78925	510	Employed	Associate	23	24540	36	Divorced	0	Own	737	0.3441465126155974	5	1	0.21618305444836422	0	Other	1	23	16	1536	491	25445	36262	6577.083333333333	0.6949479013173566	8	4202	0.25454	0.23793930451856674	960.1210272147856	0.2580355061967365	0	58.0
1028	2020-10-23	40	21658	593	Employed	Associate	18	20806	36	Married	0	Mortgage	360	0.21381412239291994	4	0	0.6356410190334595	0	Auto	1	22	16	129	1983	43756	21800	1804.8333333333333	0.656472694542351	7	21956	0.209306	0.1880756193426652	760.6423280724239	0.620911807963297	0	66.0
1029	2020-10-24	41	61776	520	Employed	Master	18	14694	48	Single	4	Mortgage	365	0.4100310980369726	1	2	0.4176202289421865	0	Education	1	18	19	9133	1320	46201	23938	5148.0	0.8972355328035581	2	22263	0.24969400000000003	0.2612488925668273	496.4751152155469	0.16734170847232846	0	63.0
1030	2020-10-25	47	109164	589	Employed	Master	26	20266	84	Married	0	Mortgage	593	0.17127917455888855	1	3	0.35492656516685844	0	Other	0	17	22	2276	280	40086	16331	9097.0	0.7480400392496076	7	23755	0.25076600000000004	0.24359780380658852	504.69934915129147	0.12066608213161388	1	41.6
1031	2020-10-26	27	28920	607	Employed	Doctorate	2	19627	12	Divorced	3	Mortgage	428	0.2956445665326045	7	1	0.238515997359465	0	Education	0	17	19	3206	797	432180	40601	2410.0	0.773555773017692	4	391579	0.181127	0.172112397339509	1792.0438181383877	0.921180007526302	0	45.0
1032	2020-10-27	36	32932	572	Employed	Associate	13	19693	60	Married	1	Mortgage	191	0.4510437357705751	2	0	0.12589265039185937	0	Education	0	30	1	563	1992	184270	6991	2744.3333333333335	0.7001502862907464	3	177279	0.238693	0.28030485459440496	613.5199489131134	0.2931567893525252	0	52.0
1033	2020-10-28	19	22216	512	Employed	High School	0	18678	48	Single	0	Rent	282	0.1309239832459659	4	1	0.2753204112941138	0	Debt Consolidation	0	23	9	4900	790	21121	28292	1851.3333333333333	0.8899317673688308	3	4343	0.257678	0.2445463518947186	613.6410848176536	0.4837816446620383	0	54.0
1034	2020-10-29	44	39963	585	Employed	Master	20	26865	48	Married	1	Own	322	0.3638258425787542	3	1	0.6014242636099107	0	Education	0	16	26	5541	2781	20678	166649	3330.25	0.9735763396971294	8	3107	0.229365	0.2241895930234653	852.5330506459351	0.35268614988242175	0	59.0
1035	2020-10-30	47	123756	577	Employed	Associate	27	30387	60	Single	2	Mortgage	244	0.07899599884875236	2	0	0.177019691120587	0	Auto	0	26	12	6804	835	32855	4494	10313.0	0.8461222439680641	3	28361	0.24688700000000002	0.23082329829517234	858.0618125470832	0.10686141884486408	1	37.6
1036	2020-10-31	34	64419	587	Unemployed	Master	9	22843	36	Divorced	1	Other	270	0.3934412860135833	5	1	0.1916412442432524	0	Debt Consolidation	0	18	24	21158	361	58128	5381	5368.25	0.9183378954324791	8	52747	0.214343	0.21264731470560905	863.7195791956385	0.21118978795615675	0	51.0
1037	2020-11-01	58	186105	598	Employed	Bachelor	34	5983	48	Single	4	Rent	491	0.6496289681104138	2	1	0.2630725828472234	0	Other	1	22	11	1640	534	89976	3589	15508.75	0.9542974935966431	2	86387	0.201983	0.20501364410190756	183.66688412166556	0.04350233797834549	1	44.800000000000004
1038	2020-11-02	25	124859	610	Employed	Master	0	41917	60	Divorced	0	Mortgage	512	0.25073373027008306	2	2	0.34396315732464844	0	Auto	1	39	18	9431	1135	104412	61766	10404.916666666666	0.7092928885909215	2	42646	0.241917	0.272464756425537	1286.1315211886972	0.17281556198803744	0	55.0
1039	2020-11-03	22	81180	577	Employed	Bachelor	0	19252	48	Widowed	1	Mortgage	277	0.16087583962042148	1	0	0.03834287037838388	0	Education	0	22	23	1994	845	11228	18893	6765.0	0.9166399713721504	5	3112	0.225752	0.24398604571421997	631.9004903237443	0.1343533614669245	0	48.0
1040	2020-11-04	42	145244	540	Employed	Master	20	15861	60	Single	2	Mortgage	561	0.2428798310381604	3	2	0.145396738472427	0	Debt Consolidation	0	20	12	974	402	144682	7846	12103.666666666666	0.8597885580767403	5	136836	0.250861	0.22922082033934402	446.41930000302403	0.08323257139734715	1	35.2
1041	2020-11-05	52	96889	588	Employed	High School	29	14491	60	Divorced	2	Mortgage	250	0.16827361951867628	4	0	0.1821476673292208	0	Home	0	22	4	901	720	27707	30931	8074.083333333333	0.9022001696882674	5	2484	0.225491	0.24053929746363856	417.33032658518374	0.08265090896822348	0	51.0
1042	2020-11-06	60	169061	631	Employed	Doctorate	38	25339	24	Single	1	Rent	187	0.5147685403998368	3	1	0.26922390864272505	0	Debt Consolidation	0	18	3	13043	985	30307	20310	14088.416666666666	0.7650544977312375	6	9997	0.184839	0.1922794774383296	1280.1119717192169	0.10413604356197233	1	40.800000000000004
1043	2020-11-07	34	65286	621	Employed	High School	13	30033	48	Married	3	Rent	830	0.19851515478355858	4	2	0.3338622420565175	0	Home	0	27	9	2436	3542	460938	10348	5440.5	0.8944844866923701	4	450590	0.21453300000000003	0.20164092754371676	916.5428463277947	0.32102616419957625	1	36.0
1044	2020-11-08	52	61703	536	Employed	High School	31	18294	36	Married	4	Mortgage	222	0.46338560372028487	1	0	0.10608986790955793	0	Debt Consolidation	0	34	21	1545	2077	45286	13718	5141.916666666667	0.7860884344419478	5	31568	0.235294	0.21976872259810584	698.4372875345867	0.17900665203337018	1	40.800000000000004
1045	2020-11-09	39	85736	629	Employed	Bachelor	17	21715	36	Married	2	Mortgage	1262	0.28229652626857155	2	1	0.1953373547484802	0	Home	0	29	12	992	517	8249	12045	7144.666666666667	0.7744489100356461	3	1704	0.19221500000000002	0.18208219565780948	787.3193314484894	0.28683204228540954	1	36.800000000000004
1046	2020-11-10	37	40951	563	Employed	Bachelor	17	23934	60	Divorced	1	Mortgage	832	0.41658208188502965	3	0	0.02015794027984281	0	Auto	0	16	26	1173	1444	25356	20117	3412.5833333333335	0.8556465330162213	6	5239	0.247434	0.21921914685476904	659.9688870332307	0.4371963235183211	0	52.0
1047	2020-11-11	50	97074	618	Employed	Bachelor	26	84004	96	Single	5	Other	342	0.11322162993920998	1	1	0.19434844965161574	0	Home	0	18	14	1046	380	24399	9398	8089.5	0.9307958728646661	3	15001	0.310004	0.2967073320250405	2297.2851569867994	0.32626060411481544	0	45.0
1048	2020-11-12	47	100970	528	Employed	Associate	25	21829	24	Single	1	Mortgage	137	0.11179906200558856	3	1	0.29912611907031533	0	Education	0	22	26	1330	543	151289	19495	8414.166666666666	0.9587898046200343	3	131794	0.23282899999999998	0.1862632	1096.4106553765014	0.14658738104900482	1	36.800000000000004
1049	2020-11-13	21	29274	531	Self-Employed	Bachelor	0	19699	60	Single	0	Mortgage	211	0.35829213682875255	6	2	0.2658864613678245	0	Other	0	28	27	1036	2850	52423	10176	2439.5	0.8869199100136551	5	42247	0.259199	0.27877830125481406	611.8934691368855	0.3373205448398793	0	57.0
1050	2020-11-14	57	38685	654	Employed	Master	37	18543	120	Single	0	Other	616	0.23754494396610065	3	2	0.42111372192197233	0	Other	0	20	16	2614	726	26191	26291	3223.75	0.9151729016789242	0	6478	0.246543	0.2543201767616294	427.5010298498856	0.3236916726948075	0	51.0
1051	2020-11-15	56	37093	626	Employed	Bachelor	36	10742	36	Married	0	Rent	407	0.2846465610682818	3	1	0.15799657980062506	0	Home	0	23	20	12481	1477	83093	41823	3091.0833333333335	0.6946098822085933	4	41270	0.18274200000000002	0.19181296475761292	394.7443055173087	0.2593732420189174	0	48.0
1052	2020-11-16	32	101068	548	Employed	Associate	6	74373	12	Widowed	0	Mortgage	319	0.09665937965806756	1	3	0.4571645385799136	0	Home	0	24	11	24606	886	70728	34629	8422.333333333334	0.6511891707374865	3	36099	0.26537299999999997	0.2859566826653837	7199.131841738454	0.892642400174748	0	54.0
1053	2020-11-17	44	44826	551	Employed	Bachelor	23	16181	72	Single	0	Mortgage	335	0.16818408257087275	1	2	0.2344034148132054	0	Debt Consolidation	1	22	23	4358	1288	83405	12959	3735.5	0.7111846790671801	5	70446	0.255681	0.2045448	391.8552057451036	0.1945804325378406	0	56.0
1054	2020-11-18	45	23208	629	Employed	Master	21	57528	60	Married	1	Mortgage	335	0.18019685184204148	4	0	0.2117637736573414	0	Debt Consolidation	1	29	22	6913	1348	72550	42877	1934.0	0.7931211022957582	7	29673	0.24802800000000003	0.2083400960038376	1550.9588911811413	0.9751597162260296	0	56.0
1055	2020-11-19	43	36114	673	Employed	Master	20	22913	60	Single	2	Mortgage	311	0.1480368535846348	6	1	0.15847599159627118	0	Other	0	16	11	1974	1403	77366	7189	3009.5	0.8534464744524806	8	70177	0.191413	0.20009652279383663	607.1774224373792	0.30509301293815555	0	42.0
1056	2020-11-20	33	24925	614	Employed	High School	15	30375	36	Married	0	Rent	863	0.04615046474274679	1	0	0.34842536119146683	0	Debt Consolidation	0	18	22	4664	1263	12610	6767	2077.0833333333335	0.7497743831406665	10	5843	0.208375	0.20469563403935015	1136.1243379452008	0.9624670834640886	0	52.0
1057	2020-11-21	31	25670	539	Employed	High School	5	11718	48	Married	2	Mortgage	529	0.10799332118374376	3	1	0.1595772590280026	0	Debt Consolidation	0	23	9	256	1510	7580	20456	2139.1666666666665	0.8595831310365659	6	9894	0.237218	0.22293356164171713	371.05697189135736	0.42075121397336535	0	52.0
1058	2020-11-22	39	16794	558	Employed	High School	15	19213	36	Married	1	Own	568	0.2831373146427603	5	0	0.49001921862847364	0	Debt Consolidation	0	21	18	7331	185	331690	16819	1399.5	0.8295852079610947	3	314871	0.225213	0.20076722166277713	714.7752232687669	0.9165953721105873	0	52.0
1059	2020-11-23	54	78948	563	Employed	Associate	33	31001	60	Single	3	Own	375	0.3827116724956864	2	2	0.14145019950184123	0	Auto	0	23	1	3118	20999	24117	14356	6579.0	0.45462274872230723	3	9761	0.254501	0.2993218126656804	1001.6966091692177	0.20925621054403673	0	54.0
1060	2020-11-24	46	47468	550	Employed	Associate	24	12553	36	Married	2	Rent	353	0.3647282356941741	3	0	0.16083577528344473	0	Home	0	25	14	1579	7995	91401	77734	3955.6666666666665	0.8966276938352862	6	13667	0.222553	0.2562638910227337	503.27316985310483	0.2164674736293347	0	51.0
1061	2020-11-25	35	59020	620	Employed	Bachelor	15	15787	24	Married	0	Mortgage	226	0.3833550748970704	1	1	0.22541774700775288	0	Debt Consolidation	0	20	25	8376	1756	100503	32132	4918.333333333333	0.7612001859749878	0	68371	0.180787	0.1959018032858634	800.3349421453432	0.20867535252023242	1	37.6
1062	2020-11-26	49	15000	625	Employed	Bachelor	23	21151	12	Married	0	Rent	753	0.39881119311682584	0	1	0.2499618871199556	0	Other	0	23	19	2768	2883	52383	7860	1250.0	0.8410486124099226	2	44523	0.17365100000000003	0.1633703289323936	1922.4233839219862	2.140338707137589	0	51.0
1063	2020-11-27	18	67967	533	Employed	Associate	0	42996	96	Widowed	2	Rent	268	0.4042449717235905	3	1	0.3653730918001412	0	Home	0	22	14	17991	1155	269819	15670	5663.916666666667	0.6105560805539129	1	254149	0.311496	0.2684400136324383	1092.4442440932858	0.24019496121822986	0	49.0
1064	2020-11-28	53	39761	553	Employed	High School	32	21125	60	Widowed	5	Mortgage	271	0.054755469701085524	2	1	0.25740492612212734	1	Debt Consolidation	0	25	29	1526	638	153068	25861	3313.4166666666665	0.8029946231835268	3	127207	0.24962499999999999	0.2513855074112015	621.7638070163985	0.2694390403711371	0	60.0
1065	2020-11-29	19	49175	535	Employed	Associate	0	28494	48	Married	0	Mortgage	440	0.19313665082104245	2	3	0.09712139808824659	0	Debt Consolidation	0	22	23	8483	1869	82143	78470	4097.916666666667	0.5601751393906809	5	3673	0.255994	0.22086197849638503	899.0681281608727	0.32676802314042647	0	50.0
1066	2020-11-30	35	122613	545	Employed	High School	12	22256	96	Married	2	Own	918	0.16304326675032485	6	1	0.2852393682370271	0	Auto	0	25	16	4469	2194	149213	17694	10217.75	0.6567987319935522	10	131519	0.284756	0.3115231946329736	631.7220034161649	0.151669594912399	0	45.0
1067	2020-12-01	26	64115	609	Employed	Master	1	28879	108	Divorced	2	Rent	319	0.35794165366162467	2	3	0.5413563865854274	0	Education	0	28	25	2177	520	8170	48695	5342.916666666667	0.6368911116531846	5	4377	0.269379	0.29755389340110067	770.8016640885875	0.2039713010849731	0	55.0
1068	2020-12-02	24	141563	541	Employed	Associate	0	8322	72	Divorced	0	Mortgage	574	0.30964251171727203	3	3	0.35765863034994644	0	Debt Consolidation	0	21	3	4809	1722	364034	193335	11796.916666666666	0.8586828355894774	3	170699	0.252822	0.2486822918747736	223.49876457353875	0.06760230550979045	1	40.800000000000004
1069	2020-12-03	53	21627	559	Self-Employed	Bachelor	31	34898	60	Married	2	Rent	405	0.21107910360830967	2	1	0.39704887845239595	0	Auto	0	23	28	1404	349	61852	15354	1802.25	0.8735459302441921	4	46498	0.26039799999999996	0.2596877079832738	1044.2173939461659	0.8041156298771901	0	59.0
1070	2020-12-04	34	33267	578	Employed	Associate	11	18965	36	Married	0	Mortgage	226	0.09094208580862753	4	1	0.34525408595276824	0	Home	0	36	17	3551	1023	241315	37187	2772.25	0.8983455859000781	5	204128	0.21496500000000002	0.22233167550532343	726.5715919638711	0.3436095561236797	0	50.0
1071	2020-12-05	44	16035	594	Employed	Bachelor	21	32981	24	Single	0	Own	315	0.0688698385372796	2	2	0.6264948619666272	0	Auto	0	27	4	1710	1098	49403	23680	1336.25	0.9419987549816938	9	25723	0.210981	0.18647772044112434	1656.8880138336613	1.4756879429999337	0	62.0
1072	2020-12-06	39	56407	614	Employed	Bachelor	18	26956	36	Single	1	Other	840	0.34757613724136144	3	2	0.17311124152005702	0	Home	0	21	19	5415	1038	224771	22402	4700.583333333333	0.8090831888464071	7	202369	0.204956	0.21542421070381718	1023.0918106279261	0.3963533201116016	0	43.0
1073	2020-12-07	45	53290	499	Employed	High School	18	21303	108	Divorced	1	Rent	438	0.17224751498073373	3	2	0.24640304487351436	0	Education	0	25	17	3851	10274	100284	18463	4440.833333333333	0.9049822434049108	4	81821	0.31680299999999995	0.28099450975780843	543.4540460455283	0.2210067283270096	0	49.0
1074	2020-12-08	40	28284	513	Employed	Bachelor	15	21327	36	Married	4	Mortgage	1055	0.17118860412399706	2	1	0.35650154287342767	0	Education	0	21	14	3767	4072	21186	5931	2357.0	0.9301419033242421	2	15255	0.249827	0.2775728265867677	879.3670055104176	0.8206902865975467	0	55.0
1075	2020-12-09	24	124114	578	Employed	High School	1	25586	36	Single	2	Mortgage	549	0.1387637716692256	3	0	0.3210565560573276	0	Other	0	24	9	11289	347	294568	32643	10342.833333333334	0.7446125638380972	3	261925	0.221586	0.22454547618755402	983.1677705371995	0.14813810888736478	1	36.800000000000004
1076	2020-12-10	51	37463	601	Employed	Associate	25	12266	60	Married	3	Rent	143	0.294521926348039	5	2	0.13079027363684648	0	Home	0	23	28	6427	642	90317	50579	3121.9166666666665	0.7735107746163293	1	39738	0.21676600000000001	0.19782574697968572	323.4918344990353	0.14942481952829256	0	48.0
1077	2020-12-11	34	15000	528	Employed	Bachelor	9	16500	36	Married	1	Own	532	0.16092772823298684	5	1	0.4816728953436679	0	Auto	0	26	28	1762	330	127777	48699	1250.0	0.844788356941588	5	79078	0.23750000000000002	0.2348333703256224	642.8744703470713	0.9398995762776571	0	55.0
1078	2020-12-12	21	58111	548	Employed	Bachelor	0	12774	48	Married	1	Rent	536	0.19576674716371673	2	1	0.4592966034641489	0	Auto	0	15	13	1936	383	191937	32010	4842.583333333333	0.7627783490943773	7	159927	0.233774	0.21607452184078588	399.7412795529236	0.19323183828595417	1	40.800000000000004
1079	2020-12-13	34	72122	572	Employed	Bachelor	11	20620	60	Married	3	Rent	411	0.20429549248523918	4	1	0.5193074391897599	0	Education	0	27	16	6162	2892	68107	2669	6010.166666666667	0.7771690352064958	1	65438	0.23962	0.2490220992892888	604.0426973857957	0.1688876122213686	0	56.0
1080	2020-12-14	58	32381	546	Unemployed	High School	32	34294	24	Married	3	Mortgage	286	0.45286872147538354	3	2	0.16274618255044238	0	Debt Consolidation	0	25	20	6678	7288	119084	388431	2698.4166666666665	0.8896752390994788	5	4008	0.23629399999999998	0.2730387059104883	1870.2027651435624	0.7990622025793752	0	55.0
1081	2020-12-15	50	74662	594	Unemployed	High School	29	31495	60	Married	1	Mortgage	241	0.28776890876463285	1	2	0.5737060682040229	0	Home	1	27	27	21378	4217	144144	5950	6221.833333333333	0.9107079057739997	6	138194	0.239495	0.22863701204251316	885.3942837413654	0.181038967679628	0	63.0
1082	2020-12-16	35	24207	615	Employed	High School	9	24747	60	Married	2	Rent	749	0.24304459658433408	5	3	0.340916317777289	0	Auto	0	24	22	7865	1095	11197	53019	2017.25	0.7760292368887113	6	8560	0.22224699999999997	0.21228356791033653	672.672326174497	0.7047576285410816	0	53.0
1083	2020-12-17	35	37518	518	Employed	High School	13	20944	36	Single	2	Own	301	0.20547540794192404	1	2	0.6068400998350555	0	Education	0	19	21	3821	1172	44922	11997	3126.5	0.9161790281795081	5	32925	0.246944	0.26216334724225954	846.2622283567525	0.36694777814065327	0	59.0
1084	2020-12-18	36	46939	600	Employed	Associate	10	20953	60	Single	1	Mortgage	235	0.3919716440342874	1	0	0.02626681918628511	0	Home	0	31	28	2379	787	18457	9166	3911.5833333333335	0.954172096096987	6	9291	0.22595300000000001	0.23056802852561853	591.3589519001769	0.21125945211449162	0	48.0
1085	2020-12-19	64	114215	499	Employed	Bachelor	42	23188	96	Married	0	Mortgage	918	0.595092820474964	3	3	0.36364908151000325	0	Education	0	29	12	7459	443	21149	85239	9517.916666666666	0.7487263802253612	4	8600	0.308688	0.25819139638005967	573.1709204508812	0.15666988613939128	1	43.2
1086	2020-12-20	44	49217	577	Employed	Bachelor	21	39298	36	Divorced	0	Mortgage	861	0.24538122705702942	2	1	0.2434946775712094	0	Home	0	31	8	2375	1652	19007	63130	4101.416666666667	0.8710519405004459	3	10503	0.235798	0.25410940575665764	1571.0353884048604	0.5929744734717338	0	54.0
1087	2020-12-21	45	42467	624	Employed	Master	23	25395	60	Single	0	Rent	637	0.2007748965242971	3	0	0.7658174782427433	0	Debt Consolidation	0	17	27	1939	93	236898	1433	3538.9166666666665	0.7599208218644004	7	235465	0.218395	0.2032179731938696	677.3672962048939	0.37140385604018955	0	52.0
1088	2020-12-22	52	52393	507	Unemployed	Bachelor	31	12291	36	Married	3	Rent	390	0.41433943387595545	4	2	0.13101989939558917	0	Debt Consolidation	0	27	7	3995	28	28510	8133	4366.083333333333	0.6214217472684196	7	20377	0.243791	0.2575933195012005	493.6376218744669	0.2023867971388087	0	55.0
1089	2020-12-23	42	15000	579	Employed	Associate	20	27061	48	Married	1	Other	598	0.23351048569490662	3	1	0.0767046769096584	0	Auto	0	19	27	13018	198	26377	19388	1250.0	0.9389618176659248	5	6989	0.23256100000000002	0.23247645582214005	871.0206694479142	1.1752165355583315	0	52.0
1090	2020-12-24	36	27769	511	Employed	High School	11	14279	60	Married	0	Rent	294	0.5813390439564772	1	0	0.45772438271406424	0	Education	0	27	5	594	4592	27151	4795	2314.0833333333335	0.5865971088202314	7	22356	0.263779	0.29279761381830116	455.6772041439601	0.3239629244743246	0	61.0
1091	2020-12-25	37	15614	501	Employed	Associate	19	7597	72	Married	1	Mortgage	279	0.39768448728715283	5	2	0.4587453577401705	0	Education	0	33	15	3347	305	183100	61191	1301.1666666666667	0.8361795007600031	3	121909	0.272097	0.2938499707503584	225.54590343306427	0.3877642398614558	0	54.0
1092	2020-12-26	39	24088	582	Employed	High School	19	15421	60	Single	1	Mortgage	940	0.1434741835714328	2	0	0.18519201816720013	1	Home	0	24	3	722	1149	69112	110755	2007.3333333333333	0.8308792550833751	3	8554	0.22942099999999999	0.22598665095907655	431.1768255318406	0.6830837722676059	0	66.0
1093	2020-12-27	39	18248	516	Employed	Bachelor	18	43052	120	Married	0	Mortgage	562	0.23943927286565028	4	1	0.1649665698203913	0	Home	0	27	4	7866	3973	345332	53674	1520.6666666666667	0.9022142829636755	5	291658	0.340052	0.3241860453801992	1212.5550943840913	1.1669586328698538	0	49.0
1094	2020-12-28	48	85643	593	Unemployed	Master	28	17847	60	Single	1	Own	149	0.1098681164441045	5	1	0.2255254384959119	0	Other	1	32	17	5331	2127	532390	40514	7136.916666666667	0.8885385794456435	3	491876	0.22634700000000002	0.20334646096259612	476.1656261581054	0.08759603836737695	1	42.400000000000006
1095	2020-12-29	40	33046	571	Employed	Bachelor	14	33980	36	Divorced	0	Other	255	0.049679490805325986	4	2	0.3653993925270736	0	Debt Consolidation	0	20	21	1628	5151	94232	10575	2753.8333333333335	0.8179511791882261	6	83657	0.23348000000000002	0.24261647315412557	1337.8049500074364	0.5783955516579687	0	52.0
1096	2020-12-30	48	101829	609	Employed	High School	23	34860	84	Married	0	Own	651	0.19085233782949088	1	2	0.31597244615796066	0	Other	0	21	29	1232	1206	513639	7280	8485.75	0.8974422438290889	6	506359	0.25536000000000003	0.2182456634348534	812.8559959901096	0.17250755631383313	1	32.800000000000004
1097	2020-12-31	39	21179	616	Self-Employed	Master	15	24541	24	Married	2	Mortgage	91	0.41773593902781425	2	0	0.1745421276509829	0	Debt Consolidation	0	17	24	2299	1259	94199	103222	1764.9166666666667	0.80585923846253	7	5166	0.19154100000000002	0.18286113977154334	1228.5827187498676	0.747674235091289	0	53.0
1098	2021-01-01	40	37491	446	Employed	High School	19	29697	48	Divorced	1	Rent	1145	0.06302302011919808	2	0	0.3830278966241671	0	Other	0	22	8	402	267	30669	15712	3124.25	0.7880757890359555	1	14957	0.301697	0.2682860398657393	1015.1962089950299	0.6914287297735552	0	55.0
1099	2021-01-02	18	48180	587	Employed	Master	0	23152	48	Married	2	Other	419	0.13247012829529867	2	0	0.19150391392001445	0	Home	0	23	24	2170	1686	28791	40898	4015.0	0.9552348598225457	3	2861	0.22465200000000002	0.22820391115601102	739.7792504102761	0.28861251566881096	0	50.0
1100	2021-01-03	50	79744	580	Employed	Master	31	9538	60	Married	1	Mortgage	323	0.4164238709200605	5	2	0.654267157375226	0	Debt Consolidation	0	25	5	3199	1215	112392	23473	6645.333333333333	0.8131209173878914	3	88919	0.22453800000000002	0.20169307658087612	253.59803321175121	0.08676736053547622	1	47.2
1101	2021-01-04	44	165147	557	Employed	Associate	17	17498	72	Married	3	Mortgage	235	0.5761859329562722	3	1	0.07052244964811821	0	Home	0	22	5	4394	2188	39327	31282	13762.25	0.831600314800409	3	8045	0.253998	0.27405799738021974	497.5029307695435	0.05322552131879188	1	40.800000000000004
1102	2021-01-05	51	15000	607	Employed	High School	30	19567	36	Single	3	Mortgage	678	0.2620765115779747	2	1	0.1888372091022649	0	Auto	1	28	20	7388	1537	130411	55794	1250.0	0.9652710056658298	7	74617	0.201067	0.2074920430506994	734.6708399987546	1.1301366719990038	0	53.0
1103	2021-01-06	18	28665	593	Employed	Master	0	20887	48	Single	0	Mortgage	371	0.4364171373584589	4	0	0.43947621299962525	0	Debt Consolidation	0	18	7	7928	534	51426	29919	2388.75	0.6783349091040601	3	21507	0.219387	0.2126435579552703	649.7540249503328	0.4273172265621487	0	60.0
1104	2021-01-07	65	191628	617	Employed	Bachelor	43	33012	60	Married	2	Mortgage	278	0.10234065812208147	4	2	0.07619958606826253	0	Auto	0	21	1	10366	122	63191	64497	15969.0	0.7010936056549393	2	1913	0.229512	0.20005108278287353	874.7099226676464	0.07218422710674723	1	38.400000000000006
1105	2021-01-08	38	22096	475	Employed	High School	18	24299	48	Married	0	Mortgage	220	0.02917466544361728	3	1	0.27298240664590007	0	Auto	0	18	6	5400	634	73508	66660	1841.3333333333333	0.9508226535136979	4	6848	0.28179899999999997	0.2972942531624705	871.0898586014041	0.5925542316807046	0	55.0
1106	2021-01-09	53	84671	664	Employed	Bachelor	27	19455	48	Married	1	Own	351	0.3168470962190202	4	0	0.19598326428805019	0	Auto	0	21	8	1035	2302	99437	3230	7055.916666666667	0.8701178105096403	6	96207	0.182455	0.20581855292146709	598.0706661155505	0.13450706845775537	1	33.6
1107	2021-01-10	27	29079	542	Employed	Bachelor	3	34776	48	Single	0	Other	318	0.38882693019207903	1	0	0.31368187109991563	0	Home	0	32	2	602	1296	171395	6270	2423.25	0.9178372469084058	7	165125	0.258776	0.28392266802411775	1219.8366277517648	0.6346174054479582	0	56.0
1108	2021-01-11	47	15620	570	Employed	High School	22	19941	60	Married	3	Own	318	0.21250359766752608	3	1	0.5729398697004535	0	Debt Consolidation	0	28	1	2654	2145	107449	7390	1301.6666666666667	0.8426319211378206	7	100059	0.23994100000000002	0.21309198220217687	542.9452092000363	0.6614175742894004	0	60.0
1109	2021-01-12	27	24578	593	Employed	High School	7	38492	48	Married	3	Mortgage	509	0.2992078889041726	2	3	0.38037011412314814	0	Debt Consolidation	0	27	11	4042	962	89700	19285	2048.1666666666665	0.9367855753539864	6	70415	0.236992	0.21335607367548576	1198.890705805898	0.8338631487375204	0	54.0
1110	2021-01-13	32	128828	534	Employed	High School	9	11670	48	Widowed	0	Rent	395	0.5342634065190974	1	1	0.27258331852907	0	Home	0	24	9	1776	509	594567	99361	10735.666666666666	0.7903312561033297	4	495206	0.23967000000000002	0.22910059494449364	373.46584362497026	0.07158063560328223	1	36.800000000000004
1111	2021-01-14	62	25248	604	Employed	High School	38	44988	72	Married	0	Mortgage	739	0.3443981782604788	5	2	0.15631849337504938	0	Debt Consolidation	0	21	13	7418	1507	49309	24118	2104.0	0.7720647168029676	6	25191	0.257988	0.2880276878894969	1318.895737025653	0.9780873274836754	0	49.0
1112	2021-01-15	37	29594	485	Employed	High School	14	38791	84	Married	3	Other	376	0.33436899127661585	4	1	0.22485857587788427	0	Home	0	23	1	1311	425	167090	41215	2466.1666666666665	0.7507436148969034	3	125875	0.321291	0.3855492	1340.4183649920344	0.6959863614213831	0	54.0
1113	2021-01-16	42	31002	602	Employed	High School	22	14106	48	Single	2	Own	349	0.17776591627777794	2	2	0.20123842281680804	0	Auto	0	23	1	946	1778	229371	13220	2583.5	0.8147242805264829	5	216151	0.208106	0.2271035836481188	449.8825125276446	0.30922489356595495	0	49.0
1114	2021-01-17	50	78230	594	Employed	High School	25	20486	60	Widowed	0	Rent	438	0.21315639476346068	4	2	0.26840434168488125	0	Debt Consolidation	0	29	17	4572	1084	31325	17711	6519.166666666667	0.9664083459359272	7	13614	0.22848600000000002	0.2555587798340933	607.9856985283438	0.16044776150249426	0	52.0
1115	2021-01-18	45	83994	596	Employed	High School	22	30854	84	Single	0	Other	576	0.37905678092906	3	0	0.2253624057478722	0	Auto	0	32	17	10949	562	54625	38129	6999.5	0.7956319429688264	4	16496	0.257854	0.2883748608767194	858.2183445773009	0.20490297086610482	0	51.0
1116	2021-01-19	41	57115	412	Employed	Master	20	21937	12	Married	3	Rent	409	0.2567889002304054	1	1	0.18468111966618464	0	Debt Consolidation	0	23	14	5046	1389	6435	40497	4759.583333333333	0.954406965505639	5	1714	0.280937	0.28061348708259964	2117.7103606559976	0.5308679738750236	0	50.0
1117	2021-01-20	44	15000	632	Employed	Bachelor	25	26948	12	Married	0	Mortgage	511	0.29670355615817245	3	0	0.35483764372821786	0	Education	0	32	1	201	3903	18874	14783	1250.0	0.9023804644560247	5	4091	0.17594800000000002	0.2111376	2510.701506396565	2.417361205117252	0	57.0
1118	2021-01-21	68	35762	577	Employed	Associate	44	51253	48	Divorced	1	Own	458	0.3252321076870859	1	2	0.23851535689314718	0	Home	0	21	26	1774	2184	128510	39277	2980.1666666666665	0.8350796272601544	3	89233	0.257753	0.2529811044152339	1707.9351939711216	0.7267832427619668	0	51.0
1119	2021-01-22	39	25882	614	Employed	Bachelor	12	16657	60	Single	4	Rent	502	0.5895012971029877	3	2	0.30127710988480944	0	Auto	0	27	17	4208	477	314020	84194	2156.8333333333335	0.7607436899634905	2	229826	0.214657	0.1726437328115951	416.34086766368733	0.4257820265807993	0	50.0
1120	2021-01-23	42	80081	536	Employed	High School	22	25663	24	Married	4	Mortgage	845	0.28436950843385383	6	1	0.33988506825972337	0	Auto	0	23	19	1432	3170	49360	12135	6673.416666666667	0.899303237599623	5	37225	0.23266299999999998	0.18672551604106807	1289.5572579078855	0.31985973070884005	1	42.400000000000006
1121	2021-01-24	52	31934	625	Employed	Master	29	21116	24	Single	0	Mortgage	275	0.28386529094439383	3	0	0.2652112645768579	0	Debt Consolidation	0	18	9	2640	617	31805	159586	2661.1666666666665	0.8224080159714837	4	8066	0.183616	0.20976123965987314	1084.8117865917818	0.510983323075762	0	51.0
1122	2021-01-25	53	155463	451	Unemployed	Bachelor	28	5328	36	Married	0	Mortgage	310	0.3524882444725658	3	1	0.14460515547598693	0	Auto	0	33	9	1240	303	64255	5353	12955.25	0.34704207853302566	10	58902	0.264828	0.24428817747452122	210.2341354878659	0.04015624055791018	1	40.0
1123	2021-01-26	54	76746	479	Employed	Associate	34	13019	48	Single	5	Mortgage	159	0.3270716640273254	1	0	0.25597236383758315	0	Home	1	24	27	1426	822	33119	16698	6395.5	0.8819298758287555	0	16421	0.268519	0.2769309653426448	451.45673382468954	0.09545097862945658	1	46.400000000000006
1124	2021-01-27	47	114093	601	Unemployed	Master	25	27113	48	Married	1	Mortgage	425	0.36277690295551174	3	0	0.3455261439937755	0	Education	0	26	27	737	2912	89446	7909	9507.75	0.708850939498817	2	81537	0.221613	0.2594468142554577	913.3337145533727	0.14076240062616002	1	40.800000000000004
1125	2021-01-28	26	179684	623	Employed	Bachelor	5	8672	60	Married	1	Mortgage	618	0.3367381716936652	5	1	0.32462216164331736	0	Home	0	17	17	234	539	6214	62607	14973.666666666666	0.8247570423298968	3	7184	0.20217200000000002	0.19758354995827992	228.5905226781153	0.05653862487554476	1	39.2
1126	2021-01-29	59	26437	626	Employed	Associate	35	12777	60	Married	5	Rent	319	0.23568697615990394	2	3	0.08929797895640083	0	Home	1	23	25	2886	1521	41901	229279	2203.0833333333335	0.9348493698138595	3	8392	0.20477700000000004	0.17343781821346219	319.90796315304914	0.2900062623533907	0	55.0
1127	2021-01-30	26	15000	602	Employed	Master	1	27163	96	Married	2	Own	1054	0.564547614308763	2	2	0.1890480917942489	0	Home	0	23	21	4572	1247	267363	147443	1250.0	0.8516266443117099	6	119920	0.261163	0.2834456701262262	717.9423589502212	1.417553887160177	0	46.0
1128	2021-01-31	43	78040	664	Employed	Master	20	18355	48	Widowed	1	Mortgage	538	0.17038150229038646	3	1	0.4617310386550035	0	Home	0	25	1	1143	532	285101	12127	6503.333333333333	0.8063250615212828	5	272974	0.18135500000000002	0.15262546572549252	513.279518732027	0.16165241190138807	1	37.6
1129	2021-02-01	30	100955	558	Employed	Doctorate	9	13601	24	Married	2	Rent	394	0.10281229121367692	5	2	0.23865621532828674	0	Home	0	25	8	556	438	76469	65203	8412.916666666666	0.8822044657257057	8	11266	0.20960099999999998	0.2100313962119153	698.9172131180484	0.12990943051276888	1	40.800000000000004
1130	2021-02-02	39	25608	497	Employed	High School	17	41404	12	Single	2	Rent	335	0.08633889488323823	4	2	0.12736265390607726	0	Home	0	23	18	5730	696	46163	9798	2134.0	0.6763328453191477	4	36365	0.25790399999999997	0.21642049263121754	3868.052470640338	1.9695653564387712	0	51.0
1131	2021-02-03	43	49813	632	Employed	Doctorate	22	18336	60	Married	1	Mortgage	427	0.38388580706290015	2	0	0.28131741337068206	0	Home	0	24	3	6199	840	99052	39587	4151.083333333333	0.5836211584449267	6	59465	0.20733600000000002	0.22092283678914412	507.3829204297765	0.2250937515338831	0	51.0
1132	2021-02-04	43	126301	580	Self-Employed	Bachelor	22	31137	108	Married	2	Own	492	0.15419119292388253	3	1	0.24216339721719315	1	Education	0	24	19	719	4036	33615	241270	10525.083333333334	0.7834468214197511	4	7035	0.286137	0.30594359078308836	849.8907712101432	0.12749455075194746	0	64.0
1133	2021-02-05	45	94939	522	Employed	Bachelor	23	25721	36	Married	0	Mortgage	539	0.11404429528407724	0	0	0.3304924787294288	0	Debt Consolidation	0	19	29	4432	599	252551	34125	7911.583333333333	0.8719329826379643	5	218426	0.249721	0.23214680922041103	998.5330200249941	0.19433948367162	1	38.400000000000006
1134	2021-02-06	59	31311	581	Employed	High School	35	4044	24	Single	4	Rent	765	0.37875208874752236	4	2	0.5392052502305137	1	Home	0	24	11	3421	2217	45239	48868	2609.25	0.9053336905310794	8	2683	0.188544	0.20771943753309816	207.3508589065879	0.37265530666152646	0	71.0
1135	2021-02-07	45	48401	566	Employed	High School	22	7567	60	Single	0	Mortgage	1022	0.3390101570384784	4	1	0.23947141962629184	0	Debt Consolidation	0	30	2	6087	1498	65937	23850	4033.4166666666665	0.7967312324906454	10	42087	0.22956699999999997	0.23647290504929003	216.1407983293217	0.30697071506687595	0	57.0
1136	2021-02-08	37	24148	545	Employed	High School	15	35850	12	Single	0	Mortgage	348	0.1458766540674284	5	1	0.18664983082926137	0	Education	0	22	2	1927	1658	67720	5873	2012.3333333333333	0.8541385431288734	8	61847	0.22835	0.21189815988328062	3341.395579876646	1.8333918733857775	0	53.0
1137	2021-02-09	51	22790	548	Employed	Associate	28	61002	48	Widowed	0	Other	375	0.4947103884822307	1	0	0.13813132514867474	0	Debt Consolidation	0	22	11	462	965	142116	16847	1899.1666666666667	0.8318375716624912	5	125269	0.282002	0.28620652050825435	2147.770528462405	1.3283565748814767	0	49.0
1138	2021-02-10	54	105044	481	Employed	High School	32	23436	60	Divorced	3	Other	359	0.2068982879922236	1	0	0.2664588556220785	0	Debt Consolidation	1	23	9	2742	12104	282872	19437	8753.666666666666	0.7737233863254607	11	263435	0.28793599999999997	0.24379742289893988	679.3816316310188	0.11862247800514285	1	41.6
1139	2021-02-11	25	15000	560	Employed	High School	5	16554	48	Single	2	Mortgage	256	0.19747729286993398	5	2	0.22483341835198747	0	Auto	0	25	25	23998	3191	52330	89040	1250.0	0.9062585234208866	7	7736	0.231554	0.19979208308852145	503.56085617302955	0.6076486849384237	0	53.0
1140	2021-02-12	47	86942	671	Employed	Doctorate	24	22389	72	Married	0	Own	362	0.4104745557860212	2	1	0.17354775456305396	0	Home	0	27	3	3432	1641	186645	32731	7245.166666666667	0.9424655286871146	3	153914	0.20188899999999999	0.22377652763370356	567.5786173278942	0.12830327583831438	1	34.4
1141	2021-02-13	48	42140	624	Employed	Bachelor	27	23545	96	Married	4	Own	447	0.029180444985174376	3	1	0.020165391131291007	0	Other	0	16	1	1532	304	231451	124522	3511.6666666666665	0.6420202279290907	2	106929	0.24654500000000001	0.2618461286002197	587.7654999547826	0.29466506880534865	0	47.0
1142	2021-02-14	36	70338	556	Employed	Bachelor	16	11521	48	Married	4	Mortgage	261	0.1995468015844378	2	1	0.32808414829123217	0	Home	0	21	26	4929	1647	175811	87407	5861.5	0.9452510721233606	5	88404	0.228521	0.20411177204085337	353.11709554541727	0.10477132057415631	1	40.800000000000004
1143	2021-02-15	56	32659	484	Employed	Bachelor	33	32986	72	Single	3	Mortgage	174	0.4585700656145335	1	1	0.4844815124775021	0	Home	0	22	22	2388	452	264292	9315	2721.5833333333335	0.8848733841759444	6	254977	0.305986	0.2932788731471595	978.1079077328716	0.42332266428226395	0	52.0
1144	2021-02-16	38	107001	633	Employed	Bachelor	17	29516	12	Married	0	Own	493	0.41369766894683996	4	2	0.43820328679185017	0	Debt Consolidation	0	28	19	1651	2498	16374	5597	8916.75	0.8439303733899423	6	10777	0.178016	0.20378508557886799	2739.549835488466	0.3625255654233287	0	53.0
1145	2021-02-17	41	41596	492	Employed	High School	18	15672	36	Single	0	Rent	638	0.29269904042590517	1	1	0.47514730517951753	0	Auto	0	26	26	2084	1826	130748	20125	3466.3333333333335	0.7335943843395785	6	110623	0.254672	0.20596851018668821	587.2046486681531	0.35345840427007014	1	42.400000000000006
1146	2021-02-18	37	107523	579	Employed	Bachelor	13	9808	108	Divorced	2	Mortgage	321	0.405402013797049	2	1	0.21437846603054939	0	Debt Consolidation	0	27	28	3488	1587	132179	7743	8960.25	0.6586843962798482	4	124436	0.265308	0.23090955859944445	216.34734105241415	0.05997012818307682	1	38.400000000000006
1147	2021-02-19	40	48252	603	Employed	Bachelor	19	19642	36	Single	3	Mortgage	947	0.37272146977068654	1	0	0.2522480912087547	0	Home	0	27	1	6088	4626	26629	9598	4021.0	0.9907605550612039	2	17031	0.203142	0.24377039999999997	774.5055187248855	0.4281287039852985	0	54.0
1148	2021-02-20	26	19163	525	Employed	High School	3	22857	60	Widowed	3	Mortgage	561	0.16067186046519744	3	1	0.2933550146333873	0	Debt Consolidation	0	24	11	13572	1255	59329	15319	1596.9166666666667	0.7545908944721761	3	44010	0.265357	0.26221612480047335	687.3512988130519	0.7817260129289059	0	53.0
1149	2021-02-21	22	67780	537	Employed	Associate	3	21350	60	Married	4	Rent	143	0.34572929534207114	3	2	0.4689024082459478	0	Debt Consolidation	0	16	12	6644	880	140744	11042	5648.333333333333	0.8650855695030533	6	129702	0.25785	0.2459741847811615	621.6217772158379	0.1353712205162298	0	52.0
1150	2021-02-22	59	63884	640	Employed	Associate	33	52562	60	Married	2	Rent	665	0.18432379844732602	2	0	0.09612708174809331	0	Home	0	32	27	392	587	150435	39995	5323.666666666667	0.7168506101382328	8	110440	0.237562	0.25374975720354853	1554.3405745763082	0.41688195627881314	0	42.0
1151	2021-02-23	29	55829	588	Employed	Bachelor	9	20144	48	Single	1	Own	1130	0.2837135144418975	4	0	0.3392012898795101	0	Home	0	27	20	4758	243	27661	55807	4652.416666666667	0.7109284383590174	7	7056	0.221144	0.23145121767644855	647.2475489740027	0.38200524078324943	0	54.0
1152	2021-02-24	28	23410	528	Employed	High School	7	26652	36	Married	1	Own	330	0.15079405678110888	4	2	0.09111978400983424	0	Debt Consolidation	0	30	14	1125	1702	590097	16977	1950.8333333333333	0.734093315888584	9	573120	0.247652	0.24700181965030674	1055.4572520709476	0.7101873996092	0	43.0
1153	2021-02-25	18	59708	573	Unemployed	Bachelor	0	34225	12	Married	1	Other	441	0.43293597491346697	1	1	0.34081965316508955	0	Other	1	30	24	3927	1889	185368	19603	4975.666666666667	0.8725300301179871	1	165765	0.21272500000000003	0.19283651190548376	3158.6939290806004	0.7234596226463321	0	60.0
1154	2021-02-26	32	23368	594	Employed	Associate	10	56047	60	Single	4	Mortgage	807	0.2554812699479589	3	1	0.2267272738517991	0	Home	0	19	27	4179	793	70078	25048	1947.3333333333333	0.8609299266392794	8	45030	0.264047	0.2786319943791592	1740.4467161159678	1.3081718843457555	0	54.0
1155	2021-02-27	24	21991	529	Employed	Bachelor	4	12485	60	Widowed	1	Own	1283	0.3558999902411007	0	0	0.4089027224238671	0	Auto	0	20	26	250	2121	75760	17533	1832.5833333333333	0.892753180047767	4	58227	0.252985	0.2274189856708871	350.1091104824715	0.8911513494515784	0	56.0
1156	2021-02-28	59	81171	648	Employed	Master	35	13182	48	Married	3	Mortgage	414	0.34622120066961104	2	0	0.6440787075910822	1	Home	0	22	16	4531	870	21784	5347	6764.25	0.6566700868324684	7	16437	0.184182	0.1652118997761304	377.1095877458148	0.11695451642766232	1	52.800000000000004
1157	2021-03-01	52	55283	671	Employed	Master	28	64408	60	Divorced	1	Rent	503	0.2151687441418249	4	0	0.15892003048594175	0	Auto	0	32	28	2536	1608	29423	12852	4606.916666666667	0.7063651235749561	5	16571	0.233908	0.244248582202962	1868.8044360201868	0.5148355413462048	0	44.0
1158	2021-03-02	31	15000	569	Self-Employed	Bachelor	10	31240	24	Single	3	Own	772	0.4841493164940243	2	2	0.40665475657974387	0	Debt Consolidation	0	17	12	5057	2880	92659	12299	1250.0	0.6788547667129067	3	80360	0.22174	0.25273762696461033	1671.6203867234426	1.9548963093787541	0	60.0
1159	2021-03-03	67	33049	627	Employed	High School	46	22851	36	Divorced	2	Rent	905	0.3981312307277843	3	0	0.1882180682844661	0	Debt Consolidation	0	24	6	942	1580	347970	147309	2754.0833333333335	0.727976560749428	2	200661	0.19435100000000002	0.2209554662691858	873.819956502791	0.6458845798067564	0	46.0
1160	2021-03-04	51	67872	615	Employed	Bachelor	29	57981	72	Single	0	Other	192	0.22334747699147678	3	2	0.4340756461827395	0	Auto	0	21	25	2865	950	49381	11205	5656.0	0.7773001526383891	5	38176	0.26548099999999997	0.2534052607464266	1573.9816523602533	0.31223155098307165	0	53.0
1161	2021-03-05	36	35952	614	Employed	Bachelor	14	14322	36	Married	3	Rent	577	0.11805252036294737	3	2	0.17647740199870204	0	Auto	0	27	7	2940	1140	75366	6946	2996.0	0.9237510970502715	9	68420	0.192322	0.16694928559695546	508.446515395381	0.3622985698916492	0	46.0
1162	2021-03-06	18	41619	467	Employed	Bachelor	0	32338	84	Married	0	Own	397	0.6071992143026617	9	4	0.04787322591211921	0	Debt Consolidation	0	30	19	6671	508	57314	9252	3468.25	0.8701637786061333	4	48062	0.323838	0.29979587712112205	924.1959209529172	0.38094022084708923	0	53.0
1163	2021-03-07	67	78921	637	Employed	Master	45	58233	48	Married	3	Mortgage	474	0.21483830884720925	3	1	0.10390110901478039	0	Auto	0	23	3	1014	315	77657	8966	6576.75	0.5667082851230965	5	68691	0.23473300000000002	0.2533515418313756	1941.740498275344	0.3673152390276876	0	48.0
1164	2021-03-08	23	52403	488	Employed	Associate	0	7207	120	Married	3	Mortgage	793	0.04612788115913224	10	2	0.10310978115788799	0	Debt Consolidation	0	25	27	14221	214	123125	23872	4366.916666666667	0.8212602588008721	6	99253	0.318207	0.30155793005973863	190.81929522880634	0.22528923043996862	0	47.0
1165	2021-03-09	20	40773	567	Employed	Bachelor	0	20952	48	Married	0	Rent	242	0.6346157198053084	6	0	0.21082393017762524	1	Auto	0	25	16	1179	681	37211	3616	3397.75	0.8237140739801595	8	33595	0.232452	0.23649889843925403	679.0246655674192	0.2710689914112042	0	67.0
1166	2021-03-10	52	15000	574	Employed	High School	31	26923	36	Divorced	5	Mortgage	229	0.6606455958467967	4	0	0.462421696133946	0	Education	0	25	2	1017	436	36955	40044	1250.0	0.8177801867350591	3	8954	0.224923	0.2281555053978844	1039.5953436563825	1.014876274925106	0	64.0
1167	2021-03-11	69	65578	651	Employed	Associate	49	47231	60	Single	1	Mortgage	1362	0.14613967010223677	2	0	0.15091684981842537	0	Debt Consolidation	0	21	6	2060	241	24992	7941	5464.833333333333	0.9641347787741286	4	17051	0.22673100000000002	0.26156523672430715	1418.4982356155267	0.5087983596234458	0	45.0
1168	2021-03-12	56	36653	606	Unemployed	Bachelor	32	16301	24	Single	0	Own	483	0.16271407439979235	2	3	0.3469366535282846	0	Home	0	24	15	1430	1597	148788	32358	3054.4166666666665	0.9234999379770482	6	116430	0.188301	0.20935614563623936	837.1220723820652	0.43220104407783216	0	50.0
1169	2021-03-13	46	39827	595	Employed	Associate	21	25425	48	Married	2	Rent	713	0.09794563060185353	4	0	0.25832716344641654	0	Debt Consolidation	0	13	1	485	861	39947	4788	3318.9166666666665	0.7563550904653729	7	35159	0.222925	0.17834000000000003	744.655751508696	0.4391962492305309	0	56.0
1170	2021-03-14	47	85311	627	Employed	Bachelor	22	24072	60	Single	0	Mortgage	1082	0.3546263684299331	6	1	0.35000714321287396	0	Debt Consolidation	0	16	19	2597	166	35239	32001	7109.25	0.9869955339977899	5	3238	0.21557200000000004	0.20233257937106938	640.8890528490739	0.242344699208647	1	40.0
1171	2021-03-15	50	29683	642	Employed	Bachelor	30	14853	84	Single	0	Mortgage	256	0.3532719219497272	4	0	0.23183525160878163	0	Auto	0	28	9	8943	3084	57547	50092	2473.5833333333335	0.6208949292941028	6	7455	0.21885300000000002	0.24032557986066044	366.8156344321901	0.25178680096979017	0	52.0
1172	2021-03-16	49	48065	582	Employed	Bachelor	26	27038	36	Single	3	Mortgage	354	0.11119244464911698	2	2	0.10908672778591695	0	Home	0	21	21	1026	4080	38031	31678	4005.4166666666665	0.9121893095295677	10	6353	0.221038	0.21550975360483235	1026.323296421665	0.34461415909830395	0	50.0
1173	2021-03-17	43	82482	543	Employed	Doctorate	18	10548	48	Single	3	Other	414	0.4955099113929874	2	0	0.14522501084112607	0	Debt Consolidation	0	28	23	1873	852	34962	81276	6873.5	0.8566783721742595	1	10909	0.234048	0.2549390930013088	352.6533693938451	0.11153755283245	1	40.0
1174	2021-03-18	41	43855	542	Employed	Bachelor	17	21592	60	Single	0	Mortgage	287	0.26571229270823166	3	0	0.32396258913121245	0	Auto	0	28	11	2855	567	3734	34993	3654.5833333333335	0.9047235229898015	2	8746	0.255592	0.2506632049668422	634.5935749585321	0.2521747326303132	0	55.0
1175	2021-03-19	39	27876	569	Employed	Doctorate	16	19584	36	Single	1	Rent	601	0.2669433591609394	2	1	0.03330278588630753	0	Home	0	19	20	268	2038	555455	11498	2323.0	0.9065631587056044	6	543957	0.220084	0.23651933041593576	764.7616819130701	0.5879301256621051	1	35.2
1176	2021-03-20	30	28772	619	Employed	Bachelor	8	34333	36	Married	5	Rent	331	0.4225255204437798	1	2	0.34736821972249377	0	Home	0	29	17	4630	1499	263749	10153	2397.6666666666665	0.9539284086826866	9	253596	0.20983300000000002	0.20512916554454239	1284.927747401762	0.673958465481063	0	48.0
1177	2021-03-21	36	39234	593	Employed	Bachelor	13	15505	12	Married	2	Own	272	0.06994975194221488	3	2	0.26219649819470503	0	Other	1	22	18	6258	260	27399	37895	3269.5	0.6081665122692178	2	5560	0.184005	0.15072851278832597	1399.988194058293	0.5113895684533699	0	58.0
1178	2021-03-22	19	22831	489	Employed	Associate	0	24478	60	Single	3	Rent	411	0.10509377190466049	3	1	0.27147008368180753	1	Education	0	26	17	5144	924	185993	19219	1902.5833333333333	0.6613960305238447	5	166774	0.284978	0.2712658831438677	749.2968660615384	0.6098533744793685	0	61.0
1179	2021-03-23	38	17777	550	Employed	Bachelor	15	35197	48	Married	1	Other	693	0.4213948309213677	1	3	0.19931987603785775	0	Home	0	23	10	5884	658	90236	238733	1481.4166666666667	0.5733865829176328	8	4091	0.255197	0.23349455566969873	1134.8651933393944	1.2338629870097728	0	53.0
1180	2021-03-24	28	30708	610	Employed	Bachelor	8	25160	60	Divorced	1	Mortgage	462	0.18396588264808864	1	3	0.3075092034018763	0	Debt Consolidation	0	29	15	4746	1801	44371	19259	2559.0	0.9421501154323645	5	25112	0.22515999999999997	0.2537984879089066	744.092710429223	0.4713140720708179	0	51.0
1181	2021-03-25	26	23152	414	Employed	Bachelor	4	10113	36	Single	0	Mortgage	394	0.0885891526399158	3	2	0.22393778573030376	0	Debt Consolidation	0	30	7	1035	1149	38735	28962	1929.3333333333333	0.9676395429641149	3	9773	0.28811299999999995	0.2714036407036859	413.62732131731707	0.4186043476074553	0	54.0
1182	2021-03-26	42	63580	609	Self-Employed	Bachelor	17	40097	36	Married	2	Own	265	0.16623169978816985	1	0	0.2720307140087679	0	Education	0	28	22	2561	4862	183883	6561	5298.333333333333	0.8448474281550893	5	177322	0.220597	0.20405496309951654	1498.4456081144654	0.33283025003733224	1	37.6
1183	2021-03-27	56	22266	594	Self-Employed	Master	33	31591	72	Single	0	Rent	521	0.06835966065112434	3	1	0.1248067822613616	0	Auto	0	27	26	2547	1107	76094	7125	1855.5	0.9489035675447854	3	68969	0.249591	0.23658449455900335	825.1530854616408	0.725493444064479	0	52.0
1184	2021-03-28	51	119667	531	Employed	High School	28	11607	72	Married	2	Own	452	0.12356658257780682	2	0	0.5364523776924093	0	Debt Consolidation	0	26	10	3312	1089	90593	67358	9972.25	0.6577727818767355	5	23235	0.261107	0.27146679154474135	328.12091576537824	0.07822917754422304	1	44.800000000000004
1185	2021-03-29	21	156576	597	Employed	Bachelor	0	8981	96	Married	3	Own	496	0.4941586096149152	4	2	0.06623423462879546	0	Home	0	16	6	10343	2515	70635	49977	13048.0	0.6306624498018162	6	20658	0.245481	0.26173612981283323	224.1307841173159	0.055190893939095334	1	40.800000000000004
1186	2021-03-30	28	32565	613	Employed	Bachelor	3	16745	36	Single	2	Own	324	0.16844600869119192	3	2	0.10450027389858896	0	Auto	0	20	13	7703	1552	84691	4907	2713.75	0.8616365013437681	7	79784	0.195245	0.19331716722534975	616.6170690503519	0.34661154087530244	0	45.0
1187	2021-03-31	51	30100	606	Employed	High School	25	19889	60	Divorced	2	Rent	110	0.4526999022508794	6	0	0.2411830136328602	0	Auto	0	21	27	9452	928	24915	75231	2508.3333333333335	0.9094524609347953	2	1149	0.221889	0.23853970226972973	570.4814990581077	0.2712883052723353	0	51.0
1188	2021-04-01	28	90296	561	Employed	Doctorate	3	32622	36	Married	2	Mortgage	286	0.3171833102880658	5	1	0.35556251210077844	0	Home	0	21	17	686	2226	175741	14297	7524.666666666667	0.9140139762185662	4	161444	0.23712199999999997	0.2200597372371438	1245.949780497716	0.2035903845793013	1	39.2
1189	2021-04-02	37	114953	560	Employed	Bachelor	12	15183	60	Divorced	1	Own	581	0.3594745871994438	5	0	0.5310033230073241	0	Auto	0	18	10	4869	498	184109	6051	9579.416666666666	0.9486453275013141	5	178058	0.24018299999999998	0.2717487477196138	465.2061217557897	0.1092139697186631	1	42.400000000000006
1190	2021-04-03	46	33027	579	Employed	Associate	24	38092	60	Married	0	Own	606	0.37858555452896536	2	1	0.4416785616989594	0	Debt Consolidation	0	19	28	5789	793	42052	75953	2752.25	0.8576495198147728	3	9791	0.253592	0.2638798912604734	1149.2582588351481	0.6377539318140242	0	57.0
1191	2021-04-04	28	35262	536	Employed	Associate	7	18400	96	Married	1	Own	472	0.2946026816322354	5	1	0.3405857648562085	0	Auto	0	27	3	670	1006	29611	17636	2938.5	0.9645569978816986	5	11975	0.2854	0.31454591673043303	526.1951816630792	0.33969548465648436	0	58.0
1192	2021-04-05	41	33753	608	Employed	Bachelor	19	19534	84	Single	0	Mortgage	411	0.21969741009289043	4	2	0.240632787369369	0	Home	0	23	6	1030	1469	58689	70878	2812.75	0.72179662067407	3	5273	0.240534	0.24601381410039722	489.4699139835181	0.3201386237609166	0	52.0
1193	2021-04-06	23	19898	575	Employed	High School	0	24886	60	Married	0	Mortgage	276	0.5789573028558717	8	0	0.5824371348446097	0	Auto	0	22	28	3016	2639	22499	15064	1658.1666666666667	0.9124170121168907	4	7435	0.242386	0.20600019883566884	667.6627001699729	0.5691000302562909	0	61.0
1194	2021-04-07	32	79301	508	Employed	Associate	7	49010	12	Single	5	Rent	364	0.3141908968264367	3	1	0.2620232352484702	0	Education	0	23	2	4873	2020	133847	6714	6608.416666666667	0.9697816193872515	9	127133	0.26001	0.2438818818758332	4643.577779516603	0.7577575737279383	0	52.0
1195	2021-04-08	43	44424	546	Employed	Associate	18	25184	24	Divorced	0	Other	537	0.09981884965110242	1	0	0.21685021915616864	0	Home	0	24	21	897	694	27683	65568	3702.0	0.7012027926725046	5	3447	0.227184	0.24310568718224487	1335.412617087509	0.5057840672845784	0	52.0
1196	2021-04-09	20	33228	599	Employed	Master	0	27384	12	Married	1	Mortgage	961	0.12380198716695973	2	1	0.36775581073223423	0	Home	0	22	10	24762	421	109135	89057	2769.0	0.6788474357359767	6	20078	0.192884	0.206121624971843	2544.7331432969636	1.2660646960263502	0	54.0
1197	2021-04-10	45	55376	621	Employed	Bachelor	25	12273	72	Widowed	3	Mortgage	111	0.07826662695245781	4	0	0.1528866205355807	0	Other	0	20	13	1967	705	60715	30209	4614.666666666667	0.6591635205964983	3	30506	0.21677300000000002	0.21668375907165188	305.961729909226	0.09035576348798598	1	36.800000000000004
1198	2021-04-11	39	34475	568	Employed	Associate	20	55955	24	Widowed	1	Rent	665	0.23303042784620331	1	4	0.6217041466151464	0	Debt Consolidation	0	23	19	1509	1155	19837	5326	2872.9166666666665	0.8460093127312768	8	14511	0.24695499999999998	0.23862649844415235	2954.567773780651	1.25989306121444	0	59.0
1199	2021-04-12	46	257997	596	Employed	Master	23	47793	120	Married	2	Mortgage	409	0.3497291226454658	3	0	0.2696218089837012	0	Auto	0	29	16	2948	2325	8163	36629	21499.75	0.6922588849405222	8	9562	0.304793	0.3372571708238981	1393.2781894396119	0.08382786727471771	1	40.0
1200	2021-04-13	42	45171	497	Employed	Master	18	28034	36	Divorced	2	Mortgage	271	0.5283188180416346	3	1	0.05479143315876561	0	Home	0	21	3	4464	898	66814	40464	3764.25	0.7105183137184315	5	26350	0.264534	0.26414770681166827	1135.710457484134	0.3737027183327712	0	55.0
1201	2021-04-14	56	84567	507	Employed	Bachelor	34	39411	84	Married	0	Mortgage	95	0.22276028447680238	2	1	0.2093080661488222	0	Home	0	25	3	1367	350	90370	46410	7047.25	0.7598701469762174	6	43960	0.31091100000000005	0.2928036685077683	1107.8695748364262	0.17068637764183564	0	54.0
1202	2021-04-15	41	51525	610	Unemployed	High School	15	29270	60	Divorced	1	Other	100	0.42080193903724955	4	0	0.27445694262731013	0	Other	1	28	29	4635	604	39404	26988	4293.75	0.8317770500771203	4	12416	0.22926999999999997	0.24288265934004016	846.9429558873559	0.2205398441659053	0	59.0
1203	2021-04-16	34	39065	626	Employed	Bachelor	14	16934	84	Married	4	Rent	447	0.07642251668089606	3	1	0.6543929122316735	0	Debt Consolidation	0	24	10	4193	2561	487091	23812	3255.4166666666665	0.7805287673274484	9	463279	0.22893400000000003	0.22522127906855655	402.1721035481666	0.2608489758755408	1	39.2
1204	2021-04-17	41	51854	580	Employed	Associate	21	17382	48	Single	0	Own	603	0.3373254660541149	2	3	0.17515939131533728	0	Education	0	19	9	2712	1575	156968	44113	4321.166666666667	0.9091120196509846	8	112855	0.22238200000000002	0.19091411726400387	520.5626793553421	0.26001373379612186	1	37.6
1205	2021-04-18	46	48662	579	Employed	Bachelor	25	19271	120	Married	1	Rent	353	0.3167961107103066	4	1	0.0970164489225318	0	Auto	1	23	11	1420	255	46034	2039	4055.1666666666665	0.6682336918701671	6	43995	0.284771	0.31947736031742363	535.9522286087711	0.2192147207945677	0	57.0
1206	2021-04-19	40	201820	559	Employed	High School	19	69282	48	Married	3	Mortgage	342	0.2839028860688072	2	1	0.16105490214587387	0	Debt Consolidation	1	28	20	2068	8303	70519	16065	16818.333333333332	0.9846732192873308	6	54454	0.284782	0.2600455027966066	2336.179822010351	0.15924168994214752	1	41.6
1207	2021-04-20	40	49751	613	Employed	Bachelor	16	32144	36	Married	0	Rent	603	0.13194171649162997	2	1	0.14353544628081022	0	Home	0	28	15	20647	879	79038	18138	4145.916666666667	0.9557929614629765	4	60900	0.210644	0.20076785813069475	1195.8442105149918	0.43388334960462904	0	45.0
1208	2021-04-21	31	15000	580	Employed	Associate	9	17839	60	Single	1	Rent	445	0.23898042488049176	4	0	0.11681576793861972	0	Debt Consolidation	0	20	29	6583	5250	58577	5930	1250.0	0.8121571934017857	8	52647	0.23283900000000002	0.23197383584936085	504.91489858611567	0.7599319188688926	0	50.0
1209	2021-04-22	32	180760	604	Employed	Bachelor	13	27670	24	Widowed	5	Rent	199	0.3494061594246606	1	0	0.2688716658611631	0	Debt Consolidation	0	25	12	1767	1354	61448	2882	15063.333333333334	0.6537049185112496	6	58566	0.20067	0.2188863564984363	1433.9472838288718	0.10840544039580914	1	36.0
1210	2021-04-23	23	30453	592	Employed	High School	0	31949	48	Married	0	Mortgage	569	0.09122050993626338	4	4	0.21960651996098626	0	Home	0	25	14	6798	400	53817	9421	2537.75	0.8568408865002474	4	44396	0.23094900000000002	0.19831677408302706	969.3567202718834	0.6061892307248088	0	52.0
1211	2021-04-24	60	60665	661	Employed	Bachelor	41	9243	96	Married	4	Rent	931	0.3508565731777366	5	1	0.07524226497348206	0	Auto	0	27	10	1343	8859	195965	12165	5055.416666666667	0.4233192301987863	5	183800	0.21374300000000002	0.20350316526008028	195.6944502637105	0.22286876128186803	0	40.0
1212	2021-04-25	25	32137	607	Employed	Bachelor	5	26075	48	Married	2	Rent	172	0.3033988278724066	1	1	0.3250384946638434	0	Auto	0	27	3	4433	3767	135149	10752	2678.0833333333335	0.5745424314599904	6	124397	0.217575	0.19701917899161114	789.3364556653112	0.3589643547308004	0	51.0
1213	2021-04-26	31	33899	584	Employed	High School	12	29274	48	Divorced	0	Own	532	0.4395450907383064	1	0	0.24589190423550322	0	Auto	0	28	16	2233	1030	36770	40934	2824.9166666666665	0.9211689082638933	4	8743	0.232274	0.23759220143079512	950.4936095614494	0.5247919795491723	0	54.0
1214	2021-04-27	31	24987	630	Employed	Bachelor	8	5233	60	Single	0	Own	270	0.13243952504544448	1	0	0.18359091104455283	0	Auto	0	26	23	9662	133	28193	21352	2082.25	0.749129017324655	7	6841	0.195233	0.1985976275689825	138.23447794531137	0.1960544977525808	0	48.0
1215	2021-04-28	50	15126	551	Employed	High School	27	25667	84	Married	4	Mortgage	322	0.1430417829095432	2	0	0.4195465363224364	0	Home	0	28	17	1926	944	79742	18910	1260.5	0.945364046825994	6	60832	0.275167	0.2633419037260214	671.7279356809682	0.7883601235073132	0	55.0
1216	2021-04-29	36	33380	496	Employed	Bachelor	10	11451	36	Married	1	Mortgage	341	0.0588114138386938	4	1	0.0969952636605693	0	Debt Consolidation	1	34	9	1329	1350	97058	111373	2781.6666666666665	0.8557382610659605	10	7791	0.24845099999999998	0.24144448043657232	450.1243351268012	0.2844065914176637	0	57.0
1217	2021-04-30	54	74274	647	Employed	Associate	30	35345	60	Single	3	Rent	340	0.6121883198643704	2	1	0.35939648133863433	0	Education	0	31	16	3155	878	90655	19462	6189.5	0.7624294082358811	7	71193	0.216845	0.1994720679687512	935.3883649314018	0.20605676790231875	0	51.0
1218	2021-05-01	31	15953	531	Self-Employed	Bachelor	6	10317	24	Married	0	Rent	503	0.1848653374849152	7	1	0.06446727369335552	0	Debt Consolidation	0	30	2	2569	559	15366	44348	1329.4166666666667	0.680632074511605	4	8569	0.21981699999999998	0.24574247416026543	548.4325581377997	0.7908976805399358	0	58.0
1219	2021-05-02	43	58596	538	Employed	Associate	20	14156	48	Married	1	Other	476	0.2271744817145445	1	3	0.15880321804167633	0	Auto	0	22	23	1679	2862	27615	66616	4883.0	0.8108275029691715	4	2202	0.240156	0.23399678479784297	456.8260991310824	0.191035449340791	0	50.0
1220	2021-05-03	29	168394	565	Employed	High School	8	17987	48	Married	4	Mortgage	427	0.19841020010763713	2	0	0.5378158178428145	1	Debt Consolidation	0	24	28	5479	710	37977	9141	14032.833333333334	0.7907206084659847	5	28836	0.230487	0.2765844	623.3751456089833	0.07485125210700974	1	53.6
1221	2021-05-04	65	64456	604	Employed	High School	42	14351	12	Divorced	0	Rent	317	0.20235169407183712	8	3	0.13625930718575566	0	Other	0	24	21	4158	983	22779	94550	5371.333333333333	0.9305099844091779	4	5453	0.177351	0.19136854212510274	1323.4765644776628	0.3054132861755609	0	47.0
1222	2021-05-05	25	21195	494	Unemployed	Master	1	21007	72	Married	3	Mortgage	544	0.09799988568582359	1	0	0.08866306080705585	0	Auto	0	29	13	1305	426	123080	28007	1766.25	0.8993479315127628	3	95073	0.289007	0.2515178583154714	567.827422346933	0.6294847401822692	0	52.0
1223	2021-05-06	43	67951	466	Self-Employed	Bachelor	19	42078	108	Married	3	Rent	317	0.30274692143599363	4	2	0.17750646499694114	0	Education	0	18	10	2258	6684	30896	17565	5662.583333333333	0.4933084763486333	5	13331	0.354078	0.37860657596744013	1375.6149285010893	0.2989121446632584	0	53.0
1224	2021-05-07	47	104173	615	Employed	Doctorate	25	27127	48	Divorced	0	Rent	337	0.2471313910843257	3	0	0.1843493276736104	0	Debt Consolidation	0	24	12	1447	837	62898	20298	8681.083333333334	0.8955392372116364	5	42600	0.21462699999999998	0.20006043737885154	825.5717926945373	0.13392012817461765	1	36.800000000000004
1225	2021-05-08	44	110217	551	Employed	Master	21	15263	72	Single	0	Mortgage	156	0.5275418104785199	2	0	0.20987060263188081	0	Education	0	21	4	1193	641	54803	45719	9184.75	0.7967174117026371	5	9084	0.25476299999999996	0.27950892387175075	439.2041019916024	0.0648035169157138	1	44.0
1226	2021-05-09	37	56798	629	Unemployed	Master	16	58960	48	Married	5	Rent	782	0.4986563391470545	4	1	0.17929058852047003	0	Debt Consolidation	0	32	22	2201	541	208806	23282	4733.166666666667	0.726058414308859	6	185524	0.23946000000000003	0.2676914067190038	2013.5700761487321	0.5906341933480895	0	47.0
1227	2021-05-10	38	72049	609	Employed	Bachelor	18	35254	36	Single	2	Mortgage	347	0.8200105432829776	1	0	0.17827782391275088	0	Debt Consolidation	0	16	2	912	792	74286	2243	6004.083333333333	0.8714943820003681	7	72043	0.215754	0.2018656763911265	1313.5186601704945	0.27656489225452036	0	52.0
1228	2021-05-11	40	68262	591	Employed	High School	20	15992	48	Married	2	Other	476	0.19816040804683427	1	2	0.13731463972637475	0	Debt Consolidation	0	25	18	1214	4205	157366	1366	5688.5	0.6869222954968147	4	156000	0.21549200000000002	0.2585904	537.9396940079356	0.17824377147014778	0	45.0
1229	2021-05-12	38	90141	549	Employed	Master	15	14659	72	Divorced	1	Mortgage	287	0.24822864016241936	1	0	0.23310230124974712	0	Other	0	30	20	6464	613	166743	27581	7511.75	0.7247223543151552	3	139162	0.255159	0.2189019719954884	367.3690893071076	0.08711273528899491	1	37.6
1230	2021-05-13	51	66084	651	Employed	High School	31	27649	48	Single	1	Own	196	0.23145690873560945	2	2	0.2801814333034902	0	Home	0	22	21	579	1035	58947	26049	5507.0	0.8174070535224813	7	32898	0.19714900000000002	0.1599645951735954	783.530289863875	0.17787003629269568	1	36.800000000000004
1231	2021-05-14	66	46419	619	Employed	Bachelor	44	22788	48	Married	2	Rent	716	0.45960467710134983	2	3	0.11965638063113207	1	Debt Consolidation	0	24	20	1462	654	163879	35523	3868.25	0.8124488226313014	6	128356	0.20828800000000003	0.198989865117442	692.2212513076896	0.3640460806069126	0	57.0
1232	2021-05-15	33	102371	629	Employed	Master	9	23297	24	Single	2	Rent	718	0.06765796651698572	10	1	0.34847370712960457	0	Auto	0	22	6	533	2194	164741	23047	8530.916666666666	0.8746426536035989	4	141694	0.18379700000000002	0.18725045078988217	1171.2597243764899	0.22146034221134775	1	37.6
1233	2021-05-16	23	25972	508	Self-Employed	Associate	3	14214	48	Single	5	Mortgage	209	0.5642145534584758	2	4	0.18188362988722953	0	Home	1	26	21	675	247	17680	3295	2164.3333333333335	0.6702025741505762	6	14385	0.255214	0.2571092542207717	476.9489783101234	0.31693314876488066	0	62.0
1234	2021-05-17	38	217035	552	Employed	High School	17	15933	12	Married	3	Mortgage	809	0.20691149720182053	4	0	0.1817749251516565	0	Debt Consolidation	0	27	5	7206	992	25640	7960	18086.25	0.6441863837088293	2	17680	0.204933	0.2321189601444359	1500.547859501477	0.12769633613941403	1	40.0
1235	2021-05-18	70	39859	635	Employed	Associate	47	9119	72	Married	3	Rent	616	0.12768044024144132	3	0	0.17323969633976383	0	Debt Consolidation	0	22	9	2270	1226	31423	82100	3321.5833333333335	0.9740564339299891	8	6488	0.206619	0.20973825132629406	223.60374221189502	0.25277214447283525	0	48.0
1236	2021-05-19	30	83995	547	Unemployed	Doctorate	7	24515	108	Married	0	Rent	231	0.4158807680638326	2	3	0.6272136273559706	0	Auto	0	27	5	6406	1558	45679	22521	6999.583333333333	0.9118429106367059	5	23158	0.29601500000000003	0.27427335770253547	613.7791266824046	0.12068991630679035	0	63.0
1237	2021-05-20	59	31448	677	Unemployed	Doctorate	37	18725	36	Single	0	Mortgage	516	0.3529679103479515	3	0	0.26895068683519885	0	Other	0	31	15	3685	1376	106183	31263	2620.6666666666665	0.7933863207750659	7	74920	0.16522499999999998	0.15988342495034913	658.207680018505	0.4480568608567178	0	48.0
1238	2021-05-21	60	43319	645	Employed	Bachelor	36	70896	60	Married	1	Mortgage	189	0.4765197743544031	1	4	0.06345285499037753	0	Debt Consolidation	0	29	1	2560	1638	9559	5361	3609.9166666666665	0.7817473303578879	5	4198	0.253396	0.27474650634695635	2184.9902029209497	0.6576301954119762	0	53.0
1239	2021-05-22	33	34765	546	Employed	Master	9	24404	48	Divorced	0	Other	344	0.19366953373293538	2	0	0.2667341842264165	0	Home	0	31	11	1369	2202	20833	93515	2897.0833333333335	0.9364143752687873	8	8030	0.246404	0.2452374393997258	802.6977029806352	0.39581108689105776	0	52.0
1240	2021-05-23	46	18156	592	Employed	High School	21	34993	72	Married	1	Rent	707	0.3779146910934109	0	1	0.32224086678578884	0	Auto	0	29	9	2178	1216	78394	23600	1513.0	0.8114526317472094	6	54794	0.253993	0.2397017311492952	920.6212893414544	1.0757576267954094	0	55.0
1241	2021-05-24	59	30522	580	Employed	High School	37	29778	96	Married	2	Mortgage	602	0.15486805533915587	0	0	0.24190304942451965	0	Education	0	25	4	64234	417	331826	15642	2543.5	0.9388024724071964	7	316184	0.274778	0.2872865739489739	794.9278217202072	0.5492147913191301	0	49.0
1242	2021-05-25	35	47644	460	Employed	Associate	14	11399	24	Single	2	Own	797	0.29787042818064324	3	0	0.26613634803225145	0	Auto	0	29	10	9996	255	92948	73692	3970.3333333333335	0.9031238913168106	2	19256	0.256399	0.22055459449450115	591.6713210697467	0.34976189767519433	1	42.400000000000006
1243	2021-05-26	37	37773	570	Employed	High School	16	22092	36	Divorced	1	Other	431	0.06564680280204914	2	0	0.27305132828369794	0	Home	0	25	3	4384	524	78873	56819	3147.75	0.7528532776501249	4	22054	0.222092	0.2035854416992255	825.0593876338457	0.3990340362588661	0	55.0
1244	2021-05-27	33	64640	560	Employed	Associate	10	24070	36	Single	2	Other	467	0.32418772612787006	4	0	0.47487824431021736	0	Auto	0	26	20	265	158	94285	16032	5386.666666666667	0.6662024517767465	4	78253	0.22907	0.2740259095156181	987.8690482831347	0.2700870757951364	0	54.0
1245	2021-05-28	27	26048	538	Employed	High School	5	33035	24	Single	4	Own	484	0.425032144721924	4	2	0.23543750149384382	0	Debt Consolidation	0	25	24	4770	866	133776	4031	2170.6666666666665	0.6402020858107118	5	129745	0.239035	0.2828130438225356	1817.9802835343307	1.0604946023653243	0	51.0
1246	2021-05-29	32	134339	603	Self-Employed	Bachelor	11	17800	60	Single	1	Rent	220	0.2609967511327314	4	0	0.391003195504544	0	Debt Consolidation	0	23	8	5922	1821	121151	186227	5744.416666666667	0.8836025967313352	5	3025	0.2213	0.2585263114598269	531.3885047222598	0.13080327356515917	0	53.0
1247	2021-05-30	25	21495	524	Employed	High School	3	9558	108	Married	2	Mortgage	660	0.42211688126794733	2	0	0.29328777208563933	0	Home	0	24	29	738	899	219736	23437	1791.25	0.6714465969700444	5	196299	0.292558	0.2761346784483958	240.5536928788198	0.502751538243584	0	51.0
1248	2021-05-31	40	89532	510	Employed	High School	19	20570	24	Single	1	Mortgage	663	0.23748248903771038	4	0	0.5962054316601765	0	Auto	0	18	4	999	770	45275	7038	7461.0	0.8274471590638905	5	38237	0.24057	0.2286342352692955	1075.9246322553904	0.23306857421999602	1	48.0
1249	2021-06-01	30	79731	586	Employed	Master	7	12481	60	Married	0	Other	382	0.1719453488512984	1	1	0.2724957854025477	0	Debt Consolidation	1	24	20	1317	493	21364	46382	6644.25	0.778818267009492	3	8257	0.22448099999999999	0.24556123570216334	363.09308114540397	0.11214103640672822	0	57.0
1250	2021-06-02	42	73649	527	Employed	High School	22	54387	48	Single	4	Mortgage	615	0.38855097461442933	1	1	0.036839945090097324	0	Other	1	24	22	1769	662	14872	31882	6137.416666666667	0.894659069499326	4	9557	0.285887	0.3083789669645162	1984.851202794753	0.4236067622579673	0	56.0
1251	2021-06-03	21	31071	534	Employed	High School	0	14665	60	Single	1	Mortgage	213	0.4459159265960131	3	3	0.3360908671531478	0	Auto	0	24	20	1031	564	48910	14798	2589.25	0.8166135601558654	4	34112	0.25266500000000003	0.2683106173299207	446.3209960697675	0.25463782796939943	0	56.0
1252	2021-06-04	43	95093	599	Employed	High School	19	17414	72	Married	0	Rent	720	0.2830429368326371	3	0	0.14162408450084332	0	Home	0	21	7	3946	757	105968	37550	7924.416666666667	0.8910070233688462	5	68418	0.232914	0.2009948588813436	418.11934221330495	0.14362184499973352	1	38.400000000000006
1253	2021-06-05	50	24933	679	Employed	Master	29	23904	36	Single	2	Mortgage	376	0.24161361796259903	4	3	0.45548470733220553	0	Home	0	18	13	11053	719	45295	35215	2077.75	0.67731210467617	5	10080	0.169404	0.17662813895821214	860.1489014339738	0.5949459277747438	0	52.0
1254	2021-06-06	18	41894	457	Unemployed	Bachelor	0	10036	24	Single	1	Mortgage	480	0.014268772672851721	4	1	0.3402735796461257	0	Home	0	17	9	7905	587	30239	35620	3491.1666666666665	0.9067028681534824	4	3217	0.256536	0.2052288	513.3574860926069	0.28453453556860847	0	58.0
1255	2021-06-07	44	59114	611	Employed	Bachelor	21	40271	48	Divorced	2	Rent	214	0.7421001120025122	0	2	0.5234480637187319	0	Education	0	26	2	5157	423	124976	51404	4926.166666666667	0.7462516602563126	3	73572	0.229771	0.2194284004188743	1267.531906502166	0.3007474181754913	0	59.0
1256	2021-06-08	54	94169	565	Employed	High School	35	29305	36	Married	0	Rent	808	0.6770965214240225	2	0	0.2740001775419078	0	Education	0	18	28	13603	663	40873	30235	7847.416666666667	0.7270152280174432	6	10638	0.23180499999999998	0.25829964774727265	1178.0638729210873	0.25308505426470546	0	53.0
1257	2021-06-09	25	36114	447	Employed	Associate	3	42201	36	Married	4	Mortgage	264	0.33233089159767426	5	0	0.057905376981154506	0	Home	0	24	18	4487	1712	99082	23957	3009.5	0.8316444861393009	5	75125	0.303701	0.2868616073331061	1761.2659822041517	0.6729576282452738	0	49.0
1258	2021-06-10	60	29629	614	Employed	High School	37	10679	48	Single	4	Rent	459	0.11236088586231847	4	1	0.2690411166464774	0	Education	0	24	14	8021	1949	60425	7347	2469.0833333333335	0.8717891466121216	3	53078	0.198679	0.1741308137157765	310.42997691330504	0.3116257626973458	0	48.0
1259	2021-06-11	45	27011	567	Employed	Associate	22	13586	72	Married	2	Mortgage	594	0.2964404812720936	4	2	0.12117895748300438	0	Education	0	24	23	5306	1516	158827	166037	2250.9166666666665	0.8121340348794517	5	5285	0.24508599999999997	0.26785841294070567	380.9959164312127	0.43315504783882686	0	52.0
1260	2021-06-12	31	56038	595	Employed	Bachelor	9	39381	60	Married	1	Rent	549	0.08444961564509626	3	0	0.3149443258986523	0	Auto	0	20	20	666	98	102197	40799	4669.833333333333	0.9450855065159578	4	61398	0.24688100000000002	0.2099368077627287	1065.2483786680334	0.3456758011352368	0	51.0
1261	2021-06-13	39	49190	602	Employed	Master	19	11174	36	Divorced	0	Own	221	0.08807431259772425	4	1	0.16344240254256284	0	Auto	0	31	2	5006	447	117888	17924	4099.166666666667	0.6686125478312541	3	99964	0.195174	0.20842736814720367	420.07949809364345	0.15639264031558692	1	39.2
1262	2021-06-14	46	81899	621	Employed	High School	26	16467	24	Single	4	Rent	786	0.227005781044891	4	0	0.08563873564806301	1	Auto	0	13	13	10533	4374	26388	10019	6824.916666666667	0.7058516934760918	6	16369	0.18096700000000002	0.18388981168828095	825.198445313764	0.23607591477020679	0	58.0
1263	2021-06-15	40	101702	604	Employed	Bachelor	19	25177	108	Single	1	Rent	754	0.37177479521895335	3	1	0.11160619235205614	0	Debt Consolidation	0	16	11	7847	949	24022	2950	8475.166666666666	0.9498767164281673	6	21072	0.268177	0.301940037797093	679.9354250031824	0.16919259306639192	0	46.0
1264	2021-06-16	46	49599	552	Employed	High School	25	35473	12	Divorced	3	Mortgage	465	0.1458151653840448	1	0	0.25932406149337056	0	Debt Consolidation	0	24	2	27117	3343	729948	91031	4133.25	0.7980648276370835	6	638917	0.224473	0.21454210191089476	3310.762635331818	0.9135093776886997	0	48.0
1265	2021-06-17	28	39900	565	Employed	Associate	8	55894	60	Married	1	Other	176	0.11094041835418524	3	0	0.10087359977557514	0	Auto	0	27	24	4493	229	115170	33662	3325.0	0.8489566966490532	4	81508	0.278394	0.2640028571550834	1686.7636080268514	0.560229656549429	0	48.0
1266	2021-06-18	42	77167	556	Employed	High School	21	10328	12	Married	1	Mortgage	328	0.2848498644478078	3	1	0.32414330496529287	0	Education	0	18	9	7679	519	29891	56345	6430.583333333333	0.9313333785624641	5	7938	0.197328	0.18400377041212979	948.8400262691903	0.19855741852385456	1	44.0
1267	2021-06-19	23	41847	617	Employed	Master	0	16379	48	Single	2	Mortgage	340	0.4379500429054464	3	0	0.28993516179004347	0	Other	0	27	26	8417	334	12133	45181	3487.25	0.8998055095150614	3	1187	0.20287900000000003	0.18640403720688842	486.63148082051003	0.2370439403026769	1	40.800000000000004
1268	2021-06-20	38	39105	552	Employed	High School	12	17443	24	Single	1	Mortgage	248	0.18267384365811973	2	1	0.2992254848876353	0	Debt Consolidation	0	19	10	876	1414	12058	71234	3258.75	0.7535363602404594	5	10609	0.21644299999999997	0.22886518662927624	912.5651284066951	0.35613812916200843	0	52.0
1269	2021-06-21	29	21390	538	Employed	Bachelor	5	28416	12	Single	1	Rent	336	0.21203722616849488	2	2	0.4261713176787595	0	Home	0	29	10	1730	2052	34695	39994	1782.5	0.8487683284636754	7	8319	0.224416	0.22671633301045144	2668.7716308339714	1.6857063847595912	0	58.0
1270	2021-06-22	31	58455	466	Employed	High School	6	8451	72	Single	3	Rent	848	0.6079565466044793	3	1	0.4585154103986376	0	Education	0	20	12	972	1464	17427	37789	4871.25	0.8759405115010686	7	1060	0.290451	0.2751268598403256	240.84714981000715	0.22352520396407638	0	58.0
1271	2021-06-23	54	47999	642	Employed	Associate	30	34665	48	Divorced	0	Rent	537	0.5148243722913273	2	0	0.6609689491593033	0	Auto	0	26	12	485	267	237934	19290	3999.9166666666665	0.9008519343753356	4	218644	0.20866500000000002	0.22966339736163016	1110.4250675425217	0.41186484740328466	0	53.0
1272	2021-06-24	53	87793	599	Employed	Associate	29	12999	36	Married	2	Mortgage	639	0.5817454465678987	3	0	0.15730576945602737	0	Auto	0	21	10	1636	1528	17309	7260	7316.083333333333	0.7876874018510178	4	10049	0.198499	0.20840660596400296	488.67538422201926	0.1541364870851233	1	40.0
1273	2021-06-25	47	23296	622	Employed	High School	25	16825	36	Married	2	Own	909	0.14015746852691563	2	0	0.2678033737023193	0	Auto	0	15	25	1809	3944	29990	10257	1941.3333333333333	0.8094469226596406	6	19733	0.19082500000000002	0.18239124327086342	610.2842257597771	0.7825983305768084	0	50.0
1274	2021-06-26	26	43376	628	Employed	Master	3	25679	60	Single	0	Rent	252	0.4444299257631113	5	0	0.08869610716952875	0	Debt Consolidation	0	21	24	5369	812	65122	84983	3614.6666666666665	0.7735106331376872	5	5115	0.216679	0.20451495570693437	686.8035485295137	0.2597206423449411	0	49.0
1275	2021-06-27	36	92257	638	Employed	Bachelor	14	18700	36	Married	1	Own	444	0.11854835304335247	3	1	0.4295737660486122	0	Auto	0	33	20	5183	302	30205	47842	7688.083333333333	0.8800548856552763	3	8159	0.1847	0.1980864093365177	693.1370537091248	0.14790904369868407	1	40.800000000000004
1276	2021-06-28	54	46898	607	Employed	High School	32	14471	72	Divorced	2	Mortgage	280	0.2556155129724588	3	1	0.11244323406187594	0	Auto	0	23	16	6499	2593	21720	32773	3908.1666666666665	0.8883534677585063	1	1154	0.225971	0.21794567021834385	361.8376919243168	0.16422986701121162	0	48.0
1277	2021-06-29	41	25550	558	Employed	Bachelor	18	15890	84	Married	1	Other	1127	0.48424848456808567	3	2	0.5894494792817732	1	Home	0	29	9	1459	795	124588	22825	2129.1666666666665	0.8065318543947543	2	101763	0.26189	0.2834571142806133	436.8024217837429	0.7344668908573352	0	70.0
1278	2021-06-30	67	99216	605	Employed	Associate	43	18701	48	Married	5	Mortgage	261	0.470261886063821	5	2	0.33031669016319964	0	Auto	0	23	25	3634	1424	31991	44846	8268.0	0.6168603723508772	5	10524	0.211201	0.23031439547853497	599.7167452171253	0.10410217044232285	1	40.800000000000004
1279	2021-07-01	44	22823	542	Employed	Bachelor	21	13133	60	Married	2	Mortgage	479	0.0536760043665683	1	1	0.16481404431900926	0	Debt Consolidation	0	21	21	12993	888	22642	28949	1901.9166666666667	0.8807828408616036	10	6869	0.247133	0.23969502592476602	377.5772523803575	0.4503758063604386	0	51.0
1280	2021-07-02	42	68367	594	Employed	Bachelor	20	30623	48	Married	2	Mortgage	375	0.06625487471807678	5	1	0.10465839003188881	0	Debt Consolidation	0	19	21	319	421	86605	44593	5697.25	0.9118587371105774	4	42012	0.22862300000000002	0.21108874431557703	950.0566657889154	0.23257829054173773	1	39.2
1281	2021-07-03	36	23889	456	Employed	High School	13	29584	24	Divorced	1	Other	351	0.2965442151773187	3	0	0.23040949852696452	0	Other	0	16	17	210	2571	152914	72932	1990.75	0.9127929649635426	3	79982	0.27658400000000005	0.3177311885400687	1681.2461965832244	1.020844504123182	0	52.0
1282	2021-07-04	41	126158	632	Employed	Master	18	46315	84	Single	3	Mortgage	636	0.358654015015874	3	0	0.06255756438153119	1	Auto	0	26	21	1257	447	120336	27647	10513.166666666666	0.8823264765212168	3	92689	0.255315	0.253345608764938	1182.2337970509	0.1729482519111812	0	55.0
1283	2021-07-05	38	40384	496	Employed	High School	14	16624	84	Married	5	Own	340	0.19243832619368606	2	0	0.7427649399100041	0	Auto	1	22	22	16014	2793	50420	75462	3365.3333333333335	0.6147894167727035	7	1186	0.293624	0.2638791005036354	435.6440817852508	0.23048061067311335	0	64.0
1284	2021-07-06	48	52441	605	Employed	High School	29	17650	48	Married	2	Own	662	0.3607889902038895	1	1	0.517833239022051	0	Home	0	15	6	537	4535	57640	44070	4370.083333333333	0.9030341417696498	7	13570	0.21015	0.19426301303110785	531.7157339034359	0.27315628624246735	0	57.0
1285	2021-07-07	51	52652	647	Employed	Bachelor	31	10482	24	Married	0	Rent	323	0.13151653456928505	3	4	0.6780310158309286	0	Auto	0	25	19	2622	5432	224116	30226	4387.666666666667	0.8614190790035237	2	193890	0.161982	0.16814311193576734	517.3190629714022	0.1915184372038446	1	40.0
1286	2021-07-08	30	47195	598	Employed	High School	5	32556	36	Married	3	Rent	664	0.6696281420247849	4	2	0.2479046178264872	1	Education	0	27	23	3791	290	32512	21556	3932.9166666666665	0.8558198113761507	3	10956	0.218556	0.25640677188774114	1305.4778701645025	0.5007677601859102	0	67.0
1287	2021-07-09	24	37828	533	Employed	High School	2	16229	12	Single	0	Mortgage	411	0.31266223283876543	1	0	0.1500244755778123	0	Debt Consolidation	1	23	6	2399	288	97516	9297	3152.3333333333335	0.7253377322644359	7	88219	0.214729	0.24371208480843498	1537.5246102744816	0.6181213736727762	0	57.0
1288	2021-07-10	18	56333	552	Employed	Associate	0	40663	60	Married	3	Rent	914	0.30645154072888736	3	2	0.15472174903991218	0	Home	0	29	24	860	1010	67721	52052	4694.416666666667	0.9059147149359165	6	15669	0.269663	0.3075861996979406	1334.5968692640117	0.4789938833573241	0	50.0
1289	2021-07-11	46	54118	614	Self-Employed	Master	24	21849	36	Married	4	Rent	469	0.5085238922783518	0	4	0.298914059795247	0	Education	0	27	5	986	5579	193544	22928	4509.833333333333	0.6209140174763039	4	170616	0.199849	0.1961091894680008	807.6621177213129	0.28308410164188913	1	40.800000000000004
1290	2021-07-12	26	96075	581	Employed	High School	4	38708	36	Married	1	Rent	900	0.32084137025476356	3	1	0.5189284348707488	0	Home	0	25	23	24609	1995	39348	8264	8006.25	0.6935687492794117	6	31084	0.233208	0.23510440016503517	1508.6933516408922	0.30085162862025194	0	57.0
1291	2021-07-13	18	20487	538	Unemployed	Associate	0	18369	36	Married	4	Mortgage	191	0.1602008075818111	4	1	0.09013327329665043	0	Debt Consolidation	0	22	16	904	8141	36121	120234	1707.25	0.8716889334653702	3	4751	0.234369	0.22412464716279573	705.4460837698323	0.525081905854346	0	54.0
1292	2021-07-14	44	73721	548	Employed	High School	24	11347	12	Single	1	Rent	285	0.33662946297703666	1	1	0.22485961587652714	0	Auto	0	22	28	8591	5176	49057	21140	6143.416666666667	0.7231498803638403	8	27917	0.202347	0.20521374461463726	1053.9572085030256	0.21794992610024697	1	41.6
1293	2021-07-15	69	78972	627	Employed	Associate	46	23758	48	Married	2	Mortgage	153	0.279325868816565	3	1	0.24468972191566926	0	Debt Consolidation	0	17	13	345	1764	19685	23728	6581.0	0.40346485538622295	7	5293	0.20525800000000002	0.17802866564072592	695.4462925158351	0.12892361229537078	1	39.2
1294	2021-07-16	39	104810	517	Employed	Bachelor	16	15920	60	Married	4	Mortgage	300	0.3467052927619613	1	0	0.4138730140960367	0	Auto	0	26	12	11025	1732	115873	19407	8734.166666666666	0.7698270349553444	5	96466	0.26242	0.23357546587957112	452.0686881268091	0.08610651901079773	1	42.400000000000006
1295	2021-07-17	50	50755	564	Employed	Associate	27	17243	96	Single	4	Other	252	0.1281062875723811	3	1	0.42219383624214196	0	Debt Consolidation	1	28	15	1657	1668	25098	32456	4229.583333333333	0.8427974069546825	7	9198	0.270243	0.2819104561581596	453.93142014725646	0.16690330099038672	0	61.0
1296	2021-07-18	40	53861	571	Employed	Bachelor	17	27329	36	Widowed	0	Mortgage	493	0.4109678626667428	2	0	0.42423007771553956	0	Auto	1	23	27	973	647	585273	21753	4488.416666666667	0.861897526991211	2	563520	0.226829	0.23919415831756138	1071.0386476711594	0.34846110863247826	1	44.0
1297	2021-07-19	38	65732	560	Employed	Bachelor	14	18707	120	Married	3	Rent	388	0.7216553357333428	0	0	0.49625101646991443	0	Education	0	24	7	1237	306	8449	32609	5477.666666666667	0.7417916203429896	4	1937	0.293707	0.2485707951110312	423.6875416970921	0.14818125875319638	0	59.0
1298	2021-07-20	51	20434	581	Employed	Associate	30	31257	120	Divorced	0	Own	384	0.19744904163102722	3	0	0.14783448979108502	0	Debt Consolidation	0	15	8	1245	1211	6751	157551	1702.8333333333333	0.5022961221918306	9	6795	0.29575700000000005	0.2909286239069768	803.1245716524278	0.6971466604594858	0	52.0
1299	2021-07-21	36	67288	643	Employed	Associate	15	36034	48	Married	0	Mortgage	232	0.5482160593717288	3	1	0.07396256680695201	0	Auto	1	13	24	2555	967	49917	14790	5607.333333333333	0.7686560224626572	4	35127	0.20953400000000003	0.18467464795513155	1067.321090698292	0.2317181828614241	0	54.0
1300	2021-07-22	43	300000	607	Employed	Bachelor	16	29361	60	Married	3	Mortgage	104	0.7397513296179165	2	0	0.17441758799014334	1	Debt Consolidation	1	26	15	1514	786	105193	123162	25000.0	0.8926459884641812	5	3822	0.23086099999999998	0.2471091431895173	856.8151961735593	0.03843260784694237	1	52.0
1301	2021-07-23	43	147908	631	Employed	Bachelor	21	22850	48	Divorced	0	Own	251	0.5046387681855725	3	2	0.15548241796963264	0	Auto	0	26	25	1776	9120	14396	12646	12325.666666666666	0.9439480557677091	3	1750	0.20235000000000003	0.20135360387231865	696.9827701944278	0.07691127756668424	1	36.800000000000004
1302	2021-07-24	31	32432	564	Employed	Master	9	39628	12	Single	1	Own	1934	0.09638565407877865	2	2	0.2868210819251537	0	Debt Consolidation	1	29	13	1049	1862	13429	16003	2702.6666666666665	0.9710032538588177	5	7774	0.222628	0.20870453731285524	3687.4492372397253	2.0799639506313734	0	58.0
1303	2021-07-25	51	22753	606	Employed	Master	27	37617	36	Married	2	Mortgage	845	0.5080919813614623	4	0	0.10443891191583964	0	Debt Consolidation	0	20	17	10293	1071	30346	42693	1896.0833333333333	0.9458403746328223	6	5093	0.21961699999999998	0.2063098774019016	1410.1059044216192	1.189349573817054	0	50.0
1304	2021-07-26	37	52587	527	Employed	Bachelor	11	15855	24	Single	2	Other	455	0.1868523022452847	4	0	0.2087900392407414	0	Home	0	25	16	4113	1208	93599	36055	4382.25	0.77175479345967	4	57544	0.227355	0.24274175529617048	840.4424659335018	0.2956112649742716	0	49.0
1305	2021-07-27	30	120004	634	Employed	Doctorate	9	18427	24	Divorced	0	Rent	253	0.4931678064379191	1	0	0.13888698809430386	0	Education	0	29	9	6109	973	118293	152288	10000.333333333334	0.8301554026836901	4	8998	0.176427	0.16891802882735157	910.1149000481132	0.11630761308437516	1	37.6
1306	2021-07-28	46	57727	664	Employed	Bachelor	25	10796	60	Divorced	2	Own	219	0.26657137449208207	2	2	0.08691905887724986	0	Debt Consolidation	0	11	8	2448	117	65071	7634	4810.583333333333	0.7341610641936575	5	57437	0.18379600000000001	0.1872092177165943	278.3989726829852	0.10339681036942544	1	34.4
1307	2021-07-29	29	136716	531	Employed	High School	9	30354	72	Married	2	Mortgage	683	0.4110081143206236	2	0	0.4218072649553971	0	Home	0	28	8	8833	1087	460851	8827	11393.0	0.634694669318138	4	452024	0.279854	0.3339659081098001	980.6501178806005	0.14602388465554295	1	40.0
1308	2021-07-30	40	28883	548	Employed	Bachelor	14	26152	36	Married	2	Own	223	0.29633122848089055	2	1	0.3913844578451058	1	Other	0	28	13	2300	8012	50172	27491	2406.9166666666665	0.6476152528742675	6	22681	0.237152	0.23477334879552253	1018.8544512210069	0.5159524084981506	0	68.0
1309	2021-07-31	39	47578	490	Self-Employed	High School	19	34542	60	Divorced	3	Mortgage	500	0.29039955001075723	6	1	0.24024922686086217	0	Other	1	33	12	3104	90	181713	19045	3964.8333333333335	0.7205690120434586	6	162668	0.29454199999999997	0.3046015545969325	1127.333795224493	0.4104419173293101	0	58.0
1310	2021-08-01	53	49107	593	Unemployed	Associate	31	38781	48	Married	1	Rent	217	0.1697120483539533	2	1	0.6048928524966695	0	Auto	0	25	28	1127	233	23136	15252	4092.25	0.9299122081961125	1	7884	0.23728100000000002	0.2684853582000527	1326.1720621371833	0.37709623364583866	0	61.0
1311	2021-08-02	45	76850	582	Employed	Associate	24	17840	48	Single	3	Rent	416	0.3431846559632105	0	1	0.09605748517704171	0	Home	0	27	9	4543	310	136465	27176	6404.166666666667	0.9333389090890788	3	109289	0.22184	0.17747200000000002	521.696289493246	0.14641971989484648	1	37.6
1312	2021-08-03	39	73853	505	Employed	High School	19	33788	24	Single	0	Mortgage	365	0.3538376108178102	2	0	0.44951660848960534	0	Auto	0	27	8	966	476	14274	10449	6154.416666666667	0.933859445860215	4	3825	0.256288	0.2276548617640225	1765.6577909483071	0.3461997954230659	0	57.0
1313	2021-08-04	49	95758	636	Employed	Associate	27	19467	24	Married	2	Rent	390	0.060681944960370965	5	0	0.23192115884672201	0	Home	0	28	28	1901	1100	115343	60190	7979.833333333333	0.9496417730614595	3	55153	0.176467	0.16501425622185498	957.8354712287487	0.16890521580176054	1	36.0
1314	2021-08-05	56	50032	628	Employed	Associate	35	12333	24	Single	2	Other	319	0.35179324474215323	4	1	0.3986321485955465	0	Debt Consolidation	0	29	17	2029	4198	121652	61696	4169.333333333333	0.4611459406811869	9	59956	0.17333300000000001	0.19418529638827542	624.2001917325599	0.22622326312741284	0	49.0
1315	2021-08-06	46	102604	597	Employed	High School	25	28322	84	Married	2	Mortgage	428	0.5714129935952135	3	1	0.09392068625016979	0	Auto	0	23	7	289	505	38119	73653	8550.333333333334	0.945231884416831	3	5339	0.254822	0.22745725686963206	676.5706696570999	0.12918451557332267	0	51.0
1316	2021-08-07	40	40805	566	Employed	High School	13	14736	36	Married	2	Mortgage	577	0.0907326819700434	1	0	0.16659919889381625	0	Auto	0	23	14	25026	340	26982	22782	3400.4166666666665	0.8402719735127043	4	4200	0.21673599999999998	0.20659858491156657	552.6096015976863	0.3321974076503428	0	50.0
1317	2021-08-08	24	110035	447	Employed	Bachelor	1	29181	24	Married	1	Other	504	0.22974379161755767	3	2	0.12476025596805425	0	Debt Consolidation	0	23	13	4628	1484	17321	2867	9169.583333333334	0.8882985250952751	6	14454	0.280681	0.27313753684869174	1591.5148107825073	0.22852890198018888	1	39.2
1318	2021-08-09	27	121871	468	Self-Employed	Associate	3	17336	24	Divorced	0	Rent	504	0.41549229859814973	2	1	0.5132346352350917	0	Education	0	26	8	8060	1037	37572	1698	10155.916666666666	0.6917075386336954	9	35874	0.258336	0.2380542557818717	914.8906419486918	0.13971074089311078	1	48.800000000000004
1319	2021-08-10	36	48565	629	Employed	Master	12	20588	48	Widowed	0	Own	644	0.41388207669402355	6	0	0.38910955660850666	0	Education	0	22	24	835	1031	22416	23317	4047.0833333333335	0.952738811639318	2	10558	0.20108800000000002	0.2010629987817866	627.6669137776266	0.3142181193314428	0	53.0
1320	2021-08-11	32	39788	599	Employed	Master	10	10568	36	Married	3	Rent	441	0.2881001129194107	5	1	0.482794512704511	0	Education	1	26	24	1733	665	25188	133669	3315.6666666666665	0.8448106504872991	4	6232	0.196068	0.20402267631998838	394.91418111294456	0.2521104396641031	0	63.0
1321	2021-08-12	37	57913	568	Employed	Bachelor	15	18393	12	Married	3	Mortgage	460	0.17554109911659257	1	2	0.29627641508214775	1	Debt Consolidation	1	22	21	1211	11054	40865	21496	4826.083333333333	0.9371432864770938	7	19369	0.199393	0.1929820450819819	1697.654735342246	0.44708194747478036	0	69.0
1322	2021-08-13	40	77186	545	Employed	Associate	17	17131	48	Married	1	Mortgage	542	0.3946615128827384	4	3	0.36498450996895837	0	Home	0	25	10	2979	2262	75876	40069	6432.166666666667	0.7611734739810688	5	35807	0.239631	0.2630998252123015	580.6027847954246	0.17452949262230322	0	54.0
1323	2021-08-14	46	23525	640	Employed	Bachelor	23	42191	60	Married	3	Own	639	0.24765921000495422	1	1	0.0902894322820269	0	Education	0	24	17	2973	1940	46089	25574	1960.4166666666667	0.6396560231544957	4	20515	0.22719100000000003	0.21290208537135322	1148.3067563199374	0.9116973889836025	0	49.0
1324	2021-08-15	39	38020	616	Employed	High School	18	13552	48	Married	3	Mortgage	396	0.3512131191945847	6	1	0.41266109341991153	0	Auto	0	36	11	3103	720	14047	90258	3168.3333333333335	0.7156535479633285	3	3609	0.20055200000000004	0.21095326005697732	420.342253271913	0.2576566817270635	0	54.0
1325	2021-08-16	45	76848	564	Self-Employed	Bachelor	22	41545	60	Married	2	Mortgage	1431	0.2525041011894985	1	1	0.4430199457603179	0	Debt Consolidation	0	24	21	3869	2509	225197	10591	6404.0	0.9329266530261663	5	214606	0.264545	0.30690663473169233	1361.7997920269954	0.4361024035020293	0	55.0
1326	2021-08-17	40	15000	559	Employed	Associate	19	28045	36	Divorced	4	Rent	527	0.2281882300390903	8	0	0.1488386685868767	0	Home	0	16	4	3339	1037	27910	21564	1250.0	0.8445686667677685	6	6346	0.23354499999999997	0.2081501606157383	1053.935483911585	1.264748387129268	0	55.0
1327	2021-08-18	18	18195	559	Employed	Bachelor	0	12872	60	Widowed	4	Other	346	0.09998441159778465	2	1	0.3111281292802282	0	Home	1	20	18	2858	544	37107	53909	1516.25	0.7901637231758672	2	1695	0.23837199999999997	0.2025321007448432	342.84533990241476	0.4543085506363823	0	61.0
1328	2021-08-19	28	31514	559	Employed	Bachelor	6	13338	48	Married	1	Mortgage	727	0.044062485063384026	4	1	0.3080027332468679	0	Debt Consolidation	0	21	15	718	342	45326	3754	2626.1666666666665	0.6089563966185145	6	41572	0.22883799999999999	0.2117293010510494	414.26205248868547	0.43457335247395523	0	54.0
1329	2021-08-20	38	49708	620	Employed	Bachelor	18	11233	36	Married	1	Mortgage	259	0.17062107663174114	3	0	0.3965043450439262	0	Other	0	21	7	11972	823	174901	19874	4142.333333333333	0.7050825835435381	5	155027	0.186233	0.19770111888853062	416.1439282641887	0.16298638326165332	1	38.400000000000006
1330	2021-08-21	25	45415	610	Employed	Bachelor	7	42843	48	Married	4	Own	752	0.1148276270915865	5	2	0.2656100666565619	0	Debt Consolidation	0	22	13	1416	455	274548	3265	3784.5833333333335	0.9309141623471069	6	271283	0.232843	0.23818401396321875	1392.462738304925	0.5666311319973378	0	43.0
1331	2021-08-22	47	45251	623	Employed	High School	26	19962	84	Single	4	Rent	485	0.19679881886239023	1	2	0.09502568537343926	0	Home	0	35	21	4205	481	12090	88423	3770.9166666666665	0.8209669419641682	2	6156	0.23346200000000003	0.24004178572187582	492.6312936116877	0.2592556081266768	0	47.0
1332	2021-08-23	58	24165	580	Employed	Bachelor	32	23403	48	Married	3	Mortgage	344	0.15465992021709887	4	0	0.0820690336082621	0	Auto	0	33	25	827	2390	24691	5802	2013.75	0.8823305595186898	2	18889	0.22840300000000002	0.26237372484525195	792.2147346378877	0.564228297771763	0	51.0
1333	2021-08-24	54	164796	574	Employed	Associate	32	27989	48	Single	4	Mortgage	266	0.3074827954289434	4	0	0.22202315157771882	0	Home	0	21	28	7449	417	165698	3556	13733.0	0.8075271103801451	4	162142	0.23598900000000003	0.21330956988129054	871.6888909405662	0.08284343486059609	1	36.800000000000004
1334	2021-08-25	37	27737	457	Employed	Associate	13	38096	48	Married	1	Rent	207	0.5687875319102575	1	1	0.14825795369894623	0	Home	0	22	6	1875	634	44103	31532	2311.4166666666665	0.8209835618861622	3	12571	0.304596	0.2719105894677595	1310.1529622280455	0.6563736361804285	0	55.0
1335	2021-08-26	57	17855	537	Employed	Associate	39	16301	48	Married	3	Other	342	0.51430334036665	1	0	0.15806705340816826	0	Home	0	18	23	4395	487	55732	46736	1487.9166666666667	0.9051882356990416	8	8996	0.24280100000000002	0.20909317452077172	503.97705259392905	0.5685648071199747	0	53.0
1336	2021-08-27	41	94277	637	Employed	Associate	21	33618	72	Divorced	0	Mortgage	418	0.16931850087505115	5	2	0.5787126780342768	0	Education	0	24	18	758	2841	27464	78447	7856.416666666667	0.38752971331342523	5	8324	0.23011800000000002	0.19910447450406327	803.5019652925957	0.1554782564518509	1	42.400000000000006
1337	2021-08-28	35	26326	593	Employed	Associate	15	46948	72	Married	0	Rent	301	0.0834786264596233	1	1	0.23727961114964377	0	Home	0	26	2	1537	244	151281	11348	2193.8333333333335	0.884985645468742	4	139933	0.265448	0.2803919821582941	1353.5859408345739	0.7541985599792936	0	53.0
1338	2021-08-29	32	22885	566	Employed	Bachelor	10	30380	96	Divorced	1	Rent	409	0.06336992402686627	4	1	0.1140002210432718	0	Home	0	28	7	7134	3309	73179	67052	1907.0833333333333	0.9530613850897948	6	6127	0.28237999999999996	0.32301273975823036	887.0255468421307	0.679585167669022	0	52.0
1339	2021-08-30	36	77361	583	Employed	Bachelor	9	26293	60	Married	3	Mortgage	299	0.28825043022537006	6	0	0.4116781781371516	0	Debt Consolidation	0	23	25	3581	172	79058	9314	6446.75	0.9644640174365828	2	69744	0.23979300000000003	0.20337517220363177	701.5506937723558	0.1552023412994696	1	43.2
1340	2021-08-31	35	33059	547	Employed	High School	12	15333	12	Married	1	Mortgage	696	0.7325476382388714	4	0	0.16292273042587	0	Home	0	19	12	11110	657	11767	23511	2754.9166666666665	0.8309055226942729	3	6765	0.206833	0.20425285262350784	1423.4876268704086	0.7693472737361959	0	53.0
1341	2021-09-01	42	45931	573	Employed	High School	16	9258	72	Single	0	Mortgage	923	0.22192085891564783	6	1	0.20119713560523245	0	Debt Consolidation	0	23	2	5668	2821	37673	23368	3827.5833333333335	0.797686723901111	6	14305	0.237758	0.25168578455714585	250.34291831604773	0.3065492808733224	0	57.0
1342	2021-09-02	41	35150	549	Employed	Bachelor	19	13834	108	Married	2	Rent	167	0.04145035198436399	3	1	0.5096071290248726	0	Debt Consolidation	0	21	8	4640	451	48999	44287	2929.1666666666665	0.8711476117967886	5	4712	0.284334	0.27477724812536636	346.8501325236734	0.17542536529968938	0	59.0
1343	2021-09-03	40	33560	628	Employed	Master	15	26380	36	Married	2	Rent	228	0.3473505684032076	1	1	0.5498282070835532	0	Home	0	27	21	15645	2394	98532	3459	2796.6666666666665	0.8459048736986414	8	95073	0.19738000000000003	0.171895273615583	943.0091210233426	0.41871601466865654	0	54.0
1344	2021-09-04	45	24269	515	Employed	High School	18	35118	60	Married	3	Other	271	0.36263633206028084	1	2	0.42017941657139	0	Home	1	15	21	2975	2040	69131	11517	2022.4166666666667	0.770205137553442	9	57614	0.28261800000000004	0.2927170934370525	1120.5271950516192	0.6880516848909897	0	62.0
1345	2021-09-05	54	27028	589	Employed	Bachelor	32	23204	36	Married	0	Rent	260	0.12651789606428318	3	2	0.55202881911739	0	Debt Consolidation	0	18	27	2182	387	160447	3259	2252.3333333333335	0.8070562970825292	4	157188	0.213704	0.2136054144370065	878.5135685544809	0.5054818270924142	0	55.0
1346	2021-09-06	51	300000	563	Employed	Master	30	12314	36	Married	0	Rent	476	0.34790423065280157	3	0	0.5598476313203825	0	Debt Consolidation	1	21	25	722	1922	72516	1213	25000.0	0.8922517732874867	5	71303	0.21581399999999998	0.2185908735595941	469.38004442511783	0.03781520177700471	1	48.0
1347	2021-09-07	22	21454	564	Employed	High School	2	40916	60	Divorced	1	Mortgage	775	0.2766664404144204	2	0	0.6705785945910594	0	Home	0	26	6	1661	326	187107	21061	1787.8333333333333	0.7013215064775606	6	166046	0.263916	0.26885364684607366	1246.581564813897	1.1307438602482878	0	58.0
1348	2021-09-08	18	15000	490	Employed	High School	0	53098	72	Single	1	Other	231	0.23578117240890784	1	1	0.15844935362897042	0	Education	0	25	4	2968	424	22832	7358	1250.0	0.7735806795765888	3	15474	0.323098	0.3226752708874127	1675.8217366853944	1.5254573893483154	0	55.0
1349	2021-09-09	51	108674	622	Self-Employed	Master	28	18158	48	Married	1	Rent	317	0.08349714517364788	1	0	0.34818299933031327	0	Education	0	13	29	1397	126	60941	14838	9056.166666666666	0.9511669035395588	6	46103	0.20215800000000003	0.20956382632073736	561.849185718962	0.0970442813242132	1	41.6
1350	2021-09-10	23	39729	510	Employed	High School	0	77498	36	Single	3	Own	377	0.4789328481862847	8	2	0.41678928853608865	0	Debt Consolidation	0	23	16	1346	960	46426	18066	3310.75	0.7703422298284054	7	28360	0.30749800000000005	0.24599840000000006	3064.9290685712126	1.0396221607101752	0	58.0
1351	2021-09-11	37	44686	516	Employed	Bachelor	17	8134	84	Married	2	Own	782	0.252818499865064	4	0	0.4585350771078185	1	Home	0	21	7	10815	1962	97344	17112	3723.8333333333335	0.4791487766052367	5	80232	0.275134	0.3066945146119412	236.2482727046296	0.27344088243422	0	68.0
1352	2021-09-12	25	34135	479	Employed	Bachelor	2	37949	108	Married	3	Other	486	0.6439880112903618	1	1	0.36459938955764937	0	Debt Consolidation	0	27	24	2102	331	219914	9113	2844.5833333333335	0.7522695445295926	4	210801	0.343449	0.3243092103418014	1086.594228931918	0.5528381645578736	0	53.0
1353	2021-09-13	18	30049	489	Employed	High School	0	40209	72	Married	0	Rent	366	0.0738839782077458	4	0	0.5625809579425534	0	Education	0	27	12	288	4992	43529	60369	2504.0833333333335	0.9073810140728233	4	4903	0.310709	0.348362568831569	1337.7011456235866	0.6803691885747625	0	58.0
1354	2021-09-14	46	37153	571	Employed	High School	24	58498	84	Married	1	Rent	388	0.3720234327049634	1	0	0.06283406075948673	0	Home	0	21	18	9899	3776	23874	65347	3096.0833333333335	0.9113536921396891	7	4095	0.297998	0.25523114853562157	1500.301707300013	0.6099001557774649	0	51.0
1355	2021-09-15	49	110511	616	Employed	Bachelor	26	21296	12	Married	3	Own	571	0.09646948847244109	5	2	0.09163346824578329	0	Auto	0	21	25	386	508	24867	117728	9209.25	0.9631205624725018	7	7107	0.17829600000000004	0.17537834277660283	1947.7361137697987	0.27350067744602424	1	36.0
1356	2021-09-16	33	39985	612	Employed	Bachelor	9	36805	48	Divorced	2	Rent	267	0.34780019159322667	1	2	0.12064708747272129	0	Home	0	19	4	5308	1282	21214	38458	3332.0833333333335	0.8733320165747336	3	5508	0.225805	0.1931724269325161	1106.6446772276174	0.41224799616684776	0	51.0
1357	2021-09-17	18	80382	545	Employed	High School	0	36970	36	Married	4	Mortgage	489	0.04737336441848999	1	3	0.4330252328069437	0	Home	0	38	11	4741	5951	13943	14938	6698.5	0.6794129926091171	5	3590	0.24947	0.2394720603547618	1449.413958712453	0.2893803028607081	0	54.0
1358	2021-09-18	33	46668	568	Employed	Bachelor	10	18410	60	Married	3	Own	279	0.2818667597685208	2	0	0.2675225369427048	0	Home	0	31	26	1248	225	217133	106884	3889.0	0.8390105106810805	7	110249	0.23941	0.22235049449166577	510.92756163321224	0.20311842675063313	1	39.2
1359	2021-09-19	44	47521	634	Employed	Bachelor	20	42056	60	Married	1	Own	691	0.5794979442387724	2	1	0.13904419879598162	0	Other	0	29	2	673	972	60691	63512	3960.0833333333335	0.7239869047414885	6	9803	0.23005600000000004	0.23476066956050762	1197.1098008023325	0.4767853708808314	0	53.0
1360	2021-09-20	22	23383	582	Employed	Associate	0	23557	48	Widowed	1	Mortgage	425	0.17573569296543542	3	1	0.37625398303652025	0	Education	0	24	6	904	1654	39774	48327	1948.5833333333333	0.8153215385027084	3	9050	0.227557	0.20690448439895148	725.5424178886725	0.5904507126828923	0	57.0
1361	2021-09-21	42	192070	622	Employed	Bachelor	22	10299	60	Widowed	3	Mortgage	283	0.11418860029502473	2	0	0.5331561649895643	0	Debt Consolidation	0	29	17	6778	204	356139	43607	16005.833333333334	0.6764984263503493	5	312532	0.204299	0.19179469639307162	268.17980371314474	0.034436182873732166	1	36.800000000000004
1362	2021-09-22	39	50097	625	Employed	High School	20	28544	96	Divorced	1	Mortgage	1347	0.07914782211274837	2	1	0.2839184464321866	0	Home	0	30	7	1495	300	15609	76345	4174.75	0.947660216976104	3	10073	0.25104400000000004	0.2296321264949457	651.8695046377629	0.4787998094826667	0	49.0
1363	2021-09-23	46	46580	576	Employed	Associate	25	19392	84	Divorced	1	Other	781	0.256129119559219	2	1	0.25661870306725476	1	Home	0	28	2	1919	2224	47764	10480	3881.6666666666665	0.7988029799294495	5	37284	0.256392	0.2707715442094042	516.886878364191	0.33436330056612906	0	69.0
1364	2021-09-24	41	185502	527	Employed	Bachelor	19	34297	48	Single	1	Rent	437	0.2590511682939163	2	1	0.2053613854670147	0	Debt Consolidation	0	21	28	8939	320	105745	73191	15458.5	0.7045242778527873	3	32554	0.265797	0.25130872477780125	1139.6949084682672	0.10199533644714993	1	40.0
1365	2021-09-25	28	51787	572	Employed	Associate	3	20849	48	Single	1	Own	593	0.1375596729644917	1	3	0.23737875713357742	0	Auto	0	21	22	1185	9428	127524	28550	4315.583333333333	0.6359375489788384	4	98974	0.22984900000000003	0.2220753927935651	659.221564618013	0.2901627585188591	0	49.0
1366	2021-09-26	54	67628	598	Employed	Associate	32	17247	36	Single	1	Rent	389	0.3855902903734579	4	0	0.19970804214749352	0	Auto	0	20	11	6539	475	23740	21718	5635.666666666667	0.4304761518440813	2	2022	0.20324699999999998	0.1776807761122029	621.5156224126971	0.17930720217886623	1	40.0
1367	2021-09-27	38	44175	510	Self-Employed	Bachelor	16	31380	12	Single	3	Rent	569	0.05622786693664596	3	2	0.22836850347510948	0	Home	0	24	29	2141	995	135889	11429	3681.25	0.7033978506575387	6	124460	0.24138	0.251967617610404	2985.4841587013816	0.965564457372192	0	51.0
1368	2021-09-28	39	34539	555	Employed	Bachelor	16	24581	48	Married	1	Other	479	0.11559096039818426	1	1	0.2273677024844092	0	Debt Consolidation	0	21	16	1304	751	27816	16126	2878.25	0.9178977234191095	6	11690	0.242081	0.22230843997663896	777.5347694306054	0.43656206703052386	0	52.0
1369	2021-09-29	28	92356	540	Employed	Bachelor	6	17577	60	Single	0	Mortgage	430	0.41132537391189194	4	0	0.27881193782875685	0	Home	1	28	26	2579	2485	19918	7147	7696.333333333333	0.9463936489612502	6	12771	0.252577	0.23948072637495255	505.1248923204145	0.12150264961502204	1	46.400000000000006
1370	2021-09-30	34	22519	528	Employed	Master	10	14613	24	Married	4	Rent	209	0.14260289110665858	2	3	0.2032956183399463	0	Debt Consolidation	1	17	4	4583	2772	60842	7073	1876.5833333333333	0.8742740622949459	5	53769	0.22561299999999998	0.20023998978867785	743.9116971063228	0.5077907706947855	0	60.0
1371	2021-10-01	29	29904	545	Employed	Doctorate	3	14572	48	Single	0	Own	167	0.3325233578426828	1	1	0.24337161320273454	0	Home	0	25	6	3447	1503	11276	17820	2492.0	0.5531388415820913	4	5945	0.237072	0.23552107112763093	471.4729728988952	0.2562090581456241	0	56.0
1372	2021-10-02	37	28606	609	Self-Employed	Bachelor	10	28417	96	Married	0	Rent	564	0.1994515192547064	5	3	0.15386442368330122	0	Home	0	18	29	8139	232	90764	21532	2383.8333333333335	0.8181225205205226	12	69232	0.258917	0.2514476858066267	689.6454373812419	0.5258947510513494	0	49.0
1373	2021-10-03	60	70462	590	Employed	Associate	37	31200	96	Divorced	0	Mortgage	183	0.02811136000035889	2	0	0.3234983537778653	0	Debt Consolidation	0	27	22	2017	965	83342	23166	5871.833333333333	0.8002542672034736	3	60176	0.2712	0.2623315849516078	779.8789224783226	0.1639826725006368	0	51.0
1374	2021-10-04	23	45130	520	Self-Employed	Bachelor	0	31518	60	Divorced	2	Mortgage	409	0.4081294901179596	5	2	0.24390453343586935	0	Home	0	24	21	1732	1356	38306	31208	3760.8333333333335	0.8946030488382822	6	7098	0.276518	0.2796900030752135	980.7494413864329	0.3695323132425702	0	57.0
1375	2021-10-05	20	15000	493	Employed	High School	0	24408	48	Single	0	Own	256	0.11959603793844968	2	0	0.1839936757081281	0	Auto	1	19	21	557	476	26054	60151	1250.0	0.6710656724907819	3	2010	0.272908	0.31562985320915143	901.1606182761677	0.9257284946209342	0	57.0
1376	2021-10-06	57	204539	657	Employed	Bachelor	35	32720	60	Single	3	Rent	535	0.14946613318722818	1	1	0.39131440635457515	0	Home	0	13	13	2514	6334	17972	58643	17044.916666666668	0.7313888914154	7	2870	0.20922000000000002	0.21277077018880095	890.2933908465814	0.08361985093385113	1	36.0
1377	2021-10-07	37	83755	634	Employed	Bachelor	13	24473	12	Divorced	0	Mortgage	410	0.5206286206941813	2	0	0.39095004890702256	0	Education	0	24	20	6389	2448	56033	20753	6979.583333333333	0.794864263403729	4	35280	0.17247300000000002	0.16223097583483037	2223.040825219969	0.37724899889725544	1	40.800000000000004
1378	2021-10-08	31	41021	518	Self-Employed	Doctorate	11	16639	12	Divorced	2	Mortgage	414	0.41155764746443796	2	2	0.30313050314354767	0	Auto	0	20	17	5952	908	49776	16255	3418.4166666666665	0.8685566588339536	7	33521	0.22263900000000003	0.23569147344345	1569.9098300148569	0.5803592784227173	0	59.0
1379	2021-10-09	52	91702	627	Employed	Doctorate	30	18310	36	Widowed	1	Rent	233	0.41679410200922207	1	1	0.25468361452998584	0	Debt Consolidation	1	21	8	8090	4297	54480	56265	7641.833333333333	0.8452844642084677	9	7026	0.18981	0.20041379008874344	680.8513155276312	0.119585350224985	0	56.0
1380	2021-10-10	32	59450	490	Employed	Bachelor	7	62900	108	Single	2	Mortgage	1085	0.1805460008121898	2	2	0.12498577501871048	0	Home	0	23	4	3101	2859	14464	49743	4954.166666666667	0.7096488177497546	6	8389	0.3629	0.3298815677986423	1826.7855459113614	0.5877447695699972	0	52.0
1381	2021-10-11	61	46849	648	Employed	Associate	40	18413	48	Married	0	Rent	362	0.09493403272744642	4	0	0.22305869719375104	0	Debt Consolidation	0	20	17	1518	797	50739	6757	3904.0833333333335	0.6788426090795666	2	43982	0.18941300000000003	0.22729560000000001	587.4388367283251	0.24319123227261844	0	49.0
1382	2021-10-12	48	75147	587	Employed	Bachelor	26	34774	36	Divorced	2	Other	208	0.11974137763251215	2	1	0.25060194422894955	0	Other	0	26	3	3484	1689	41154	48152	6262.25	0.5547405468801436	5	4143	0.226274	0.22898974591828952	1344.2615265971767	0.24787600728127698	0	54.0
1383	2021-10-13	34	49800	484	Employed	Associate	15	13515	48	Divorced	2	Other	509	0.17199520568087276	1	1	0.31837343390661055	0	Auto	0	33	17	4618	640	45034	14294	4150.0	0.8081300743534008	5	30740	0.266515	0.24818042565426224	446.7481056060674	0.23030074833881142	0	54.0
1384	2021-10-14	65	146548	603	Employed	Master	38	31282	36	Widowed	1	Mortgage	364	0.156633131346228	2	0	0.19263398720832695	0	Home	0	24	7	2512	2915	89259	2096	12212.333333333334	0.6380452729780485	1	87163	0.214782	0.21417131634350806	1185.2617738806332	0.1268604231143898	1	34.4
1385	2021-10-15	32	50427	613	Employed	Bachelor	7	34680	84	Married	0	Mortgage	340	0.3886199772892333	3	0	0.5217957019310544	0	Auto	0	20	28	2945	2376	20572	24494	4202.25	0.8718720482899934	4	6888	0.25318	0.23752438999422582	850.3367046179018	0.28326175373143003	0	55.0
1386	2021-10-16	48	52563	617	Employed	Bachelor	25	9408	24	Married	0	Rent	452	0.07873265606965373	5	1	0.6715780326431052	0	Education	0	24	28	8289	583	30892	8140	4380.25	0.6823773755438727	9	22752	0.175908	0.17399510977387936	466.96083041872015	0.2097964340890863	1	43.2
1387	2021-10-17	43	43265	546	Employed	High School	19	54297	24	Married	0	Rent	310	0.2089203768939606	1	1	0.13910903992016777	0	Other	0	21	12	2813	388	58424	2191	3605.4166666666665	0.6818027825685465	4	56233	0.256297	0.2909473381765758	3010.6543615661853	0.9210181980537206	0	49.0
1388	2021-10-18	55	44674	591	Employed	Associate	32	37162	36	Married	1	Mortgage	383	0.14480567813113324	4	1	0.25275523989688353	0	Debt Consolidation	0	29	29	4597	413	25713	5132	3722.8333333333335	0.7364739125374247	5	20581	0.226662	0.1951228448654838	1371.8555175163924	0.47137633097991466	0	52.0
1389	2021-10-19	58	35832	622	Unemployed	Bachelor	33	18972	60	Single	1	Rent	680	0.5155385802604127	1	2	0.07828085159397363	0	Home	0	22	16	11374	790	12483	57370	2986.0	0.667352818773825	3	10153	0.212972	0.2150740904022168	518.686342484676	0.40143547973364907	0	52.0
1390	2021-10-20	40	30399	521	Employed	High School	19	30970	72	Married	4	Mortgage	702	0.4373642502367182	2	3	0.08293486317331662	0	Home	0	25	5	2868	3516	1280716	31663	2533.25	0.8120472497384097	7	1249053	0.28547	0.2995173312016847	930.743138736095	0.6445250720363545	1	36.800000000000004
1391	2021-10-21	30	29991	584	Employed	Associate	6	24818	12	Married	0	Mortgage	243	0.22302424544919422	0	2	0.1741548265576341	0	Debt Consolidation	0	26	14	3130	678	125652	47538	2499.25	0.7800387959509043	5	78114	0.19781800000000002	0.21865009155348558	2321.2132500260514	1.0259930979398024	0	50.0
1392	2021-10-22	45	37335	550	Employed	High School	20	21596	84	Married	0	Mortgage	674	0.4245084331345378	2	0	0.21102891836958962	0	Debt Consolidation	0	20	17	11259	1532	33650	265051	3111.25	0.7064569099377285	7	1424	0.271596	0.27366807327154985	579.728452256958	0.4029661558077808	0	54.0
1393	2021-10-23	31	121649	592	Employed	Doctorate	6	20567	24	Married	0	Own	377	0.25018207915641627	4	1	0.011826134700793595	0	Home	1	21	5	3445	1089	25164	5736	10137.416666666666	0.4013294898413094	9	19428	0.199567	0.2042541615794395	1051.0532328010272	0.14086954100413754	1	44.800000000000004
1394	2021-10-24	64	53314	615	Employed	Bachelor	46	17491	72	Married	0	Mortgage	115	0.3121068033073802	2	2	0.205643041958143	1	Auto	0	20	8	3214	209	69227	30979	4442.833333333333	0.8917529651219086	1	38248	0.224991	0.20409572106463844	423.12177021297254	0.12112130477089826	0	62.0
1395	2021-10-25	41	47476	586	Employed	Bachelor	20	12403	48	Married	2	Mortgage	505	0.534017520174331	3	1	0.324401940027977	0	Home	0	32	10	454	663	30669	8972	3956.3333333333335	0.9534313925094184	3	21697	0.214403	0.1954120603289214	374.40260794293806	0.22227717784386336	0	56.0
1396	2021-10-26	35	37905	584	Employed	High School	15	45514	60	Single	1	Own	272	0.08465539149490887	5	0	0.3244642601378934	0	Home	0	19	22	1613	1009	12505	8870	3158.75	0.8067799669519288	6	3635	0.258514	0.2694472233860148	1388.2815574885897	0.525613472889146	0	54.0
1397	2021-10-27	42	39789	541	Employed	Associate	19	25561	24	Married	1	Rent	1407	0.2887791866602133	2	0	0.07307625158986257	0	Education	0	17	4	5157	189	47058	32821	3315.75	0.8086286087067721	5	14237	0.230061	0.22592287246363604	1333.5456739294414	0.8265236142439694	0	54.0
1398	2021-10-28	23	108789	561	Self-Employed	High School	5	11740	72	Married	0	Mortgage	188	0.17571474499711703	2	0	0.164114760931487	0	Other	1	22	27	933	515	26984	11970	9065.75	0.9603690065761528	2	15014	0.24624	0.25911455892544855	322.84006847290016	0.05634835159505834	1	45.6
1399	2021-10-29	28	38973	627	Employed	Bachelor	10	21643	60	Divorced	3	Rent	518	0.14269056974271227	1	1	0.10518526227643847	0	Debt Consolidation	0	18	24	4562	373	75986	5088	3247.75	0.9449529851112379	7	70898	0.21314300000000003	0.2334203037479104	614.3869304743228	0.3486681334691164	0	45.0
1400	2021-10-30	54	93911	609	Unemployed	Master	27	34797	12	Married	0	Rent	637	0.09222494521174603	2	0	0.26224602777689476	1	Home	0	24	9	3936	1102	68561	135160	7825.916666666667	0.6701758104675134	7	10211	0.195297	0.18713222698224874	3202.0118322789217	0.49055107481921245	0	63.0
1401	2021-10-31	32	55638	612	Employed	High School	8	15549	60	Single	1	Own	618	0.15901379828047812	4	2	0.5392672892594462	0	Home	0	28	11	2273	734	349358	42770	4636.5	0.8204029997860625	5	306588	0.214549	0.20343524060363516	414.93109561135464	0.22278250741105457	1	38.400000000000006
1402	2021-11-01	27	44257	508	Employed	High School	4	21755	96	Married	1	Own	369	0.5167088016729228	2	1	0.14496104310918834	0	Education	0	21	23	891	7806	69897	11177	3688.0833333333335	0.7315619213380038	5	58720	0.302755	0.3197342805361174	630.1294354050289	0.27090749994035623	0	50.0
1403	2021-11-02	46	23949	545	Employed	High School	23	52954	48	Single	2	Other	268	0.2794944532740927	5	3	0.10582432284900932	0	Home	0	22	10	19682	2861	147700	52980	1995.75	0.5313583880537964	4	94720	0.275454	0.28939259813111046	1874.1311847764248	1.0733464536021167	0	50.0
1404	2021-11-03	54	66930	489	Employed	Bachelor	31	41157	24	Married	2	Rent	613	0.28244108218375613	1	0	0.5743007884148511	0	Home	0	31	9	2662	1252	169824	12568	5577.5	0.8190977762046747	4	157256	0.27165700000000004	0.3058499721378983	2313.6155460741247	0.5247181615551995	0	55.0
1405	2021-11-04	48	19357	514	Employed	Master	24	27179	24	Married	4	Own	457	0.12287016701054924	2	0	0.09550277815263261	0	Home	0	24	26	2444	2008	19982	34000	1613.0833333333333	0.8584900460960283	7	10954	0.245179	0.2528390028827684	1454.4588829085258	1.1849721855092374	0	51.0
1406	2021-11-05	51	30437	580	Employed	Bachelor	30	19521	48	Divorced	2	Mortgage	617	0.4494889427060358	4	1	0.30961564490602167	0	Home	0	23	29	6848	178	50776	9187	2536.4166666666665	0.7066407490998793	2	41589	0.22452100000000003	0.23582363137009066	631.9217376545373	0.4923961248432647	0	56.0
1407	2021-11-06	30	30148	607	Employed	Bachelor	7	30032	96	Divorced	3	Other	442	0.3636844412545571	1	1	0.0405015761007364	0	Education	0	23	27	2332	1344	84690	19849	2512.3333333333335	0.795764113927726	4	64841	0.261532	0.29856500614939585	825.1774500692904	0.5043826920801209	0	46.0
1408	2021-11-07	22	29528	540	Employed	High School	0	11607	48	Married	2	Rent	492	0.47840294873531586	3	2	0.13541010158814737	0	Debt Consolidation	1	27	14	6319	350	250969	114087	2460.6666666666665	0.8640079516964226	2	136882	0.236607	0.23030241046330394	372.21376875760234	0.35121123086870865	0	55.0
1409	2021-11-08	58	62876	594	Employed	Bachelor	38	21813	72	Married	1	Other	147	0.2767673367813322	1	1	0.08757133095784907	0	Auto	0	27	3	10005	697	135596	113954	5239.666666666667	0.9235949128360352	4	21642	0.239813	0.19495491756037597	516.1236616340307	0.12655836789249264	1	42.400000000000006
1410	2021-11-09	36	95281	595	Employed	High School	11	14709	108	Widowed	3	Rent	302	0.38610680106789913	0	0	0.2905210910700319	0	Home	0	28	22	493	918	25459	12966	7940.083333333333	0.824826874927043	5	12493	0.262209	0.25455529522601894	348.0897995698588	0.08187443031494533	0	51.0
1411	2021-11-10	36	62770	465	Unemployed	Associate	14	21313	72	Married	1	Own	223	0.1900243341664752	2	0	0.27679341770365734	1	Debt Consolidation	0	18	15	8831	1671	94773	91115	5230.833333333333	0.938330598429492	5	3658	0.303813	0.3123306530333462	658.2208742835834	0.1684666320121555	0	66.0
1412	2021-11-11	55	57377	550	Employed	Associate	30	24478	36	Divorced	2	Rent	246	0.0764794930489473	2	2	0.44428063929611367	0	Auto	0	30	27	3037	4291	21135	7526	4781.416666666667	0.713036012043906	7	13609	0.234478	0.26668292233218505	994.9686752597063	0.25953995683142156	0	55.0
1413	2021-11-12	46	39872	631	Employed	Associate	23	77447	24	Single	1	Rent	985	0.15672840861031828	1	0	0.0775585843866064	0	Home	1	24	21	4178	188	57940	16700	3322.6666666666665	0.5958274212302224	8	41240	0.236947	0.22691935004021954	4044.3199403249196	1.513639628909988	0	53.0
1414	2021-11-13	45	40181	602	Employed	Associate	19	17153	36	Married	2	Rent	133	0.037186453058209945	3	0	0.13823970554570977	0	Auto	0	28	26	13544	449	19483	26495	3348.4166666666665	0.7365396057458072	3	10020	0.201153	0.20814780680313813	644.6103512201269	0.23223225441481105	0	47.0
1415	2021-11-14	65	28868	657	Employed	Bachelor	45	16111	72	Single	1	Mortgage	341	0.3378489312635105	3	0	0.22156502462764657	0	Auto	0	29	13	2981	3773	7809	49223	2405.6666666666665	0.8412784595852802	3	3092	0.20261099999999999	0.2100529553924882	395.34949281136403	0.3060895771697509	0	48.0
1416	2021-11-15	32	15000	565	Employed	High School	12	15971	48	Married	0	Other	1090	0.30603769064160935	2	1	0.2705337209134537	0	Education	0	21	6	2947	2498	122757	19542	1250.0	0.8201479165707024	3	103215	0.228471	0.24744434276340763	527.2785393946402	1.293822831515712	0	52.0
1417	2021-11-16	51	32405	620	Employed	Master	30	20283	60	Single	2	Rent	350	0.2735730097183138	0	0	0.3169093475881075	0	Other	0	31	25	3805	6652	59523	22735	2700.4166666666665	0.7226246739559486	6	36788	0.215283	0.19771165885394354	534.7961387663701	0.3276517100816677	0	52.0
1418	2021-11-17	40	108621	612	Employed	Master	17	26899	36	Married	1	Mortgage	447	0.33788156978053224	3	0	0.49299508778890433	0	Home	0	26	7	3905	3940	15335	3804	9051.75	0.5914005645160635	5	11531	0.205899	0.2086815052665511	1011.6015795185931	0.1611402855269526	1	42.400000000000006
1419	2021-11-18	43	31946	619	Unemployed	Associate	17	60388	108	Divorced	0	Own	231	0.06070292433226224	5	1	0.4054649277147052	0	Debt Consolidation	0	24	9	1616	4804	65734	2678	2662.1666666666665	0.6175413562993487	3	63056	0.29588800000000004	0.30253403943511203	1633.4367400228487	0.7003456107266696	0	55.0
1420	2021-11-19	58	30728	603	Employed	High School	32	18088	60	Married	4	Rent	264	0.3074054642980246	0	0	0.1812752699836146	0	Debt Consolidation	0	30	8	1743	892	18899	9077	2560.6666666666665	0.9447788383810886	3	9822	0.221588	0.23484603631746856	514.9579501354896	0.3042012302013107	0	49.0
1421	2021-11-20	46	115156	596	Employed	Bachelor	28	11143	60	Married	3	Rent	289	0.13236577942098646	4	0	0.5573966807372044	0	Debt Consolidation	0	23	13	2580	1249	242983	43202	9596.333333333334	0.6823989186884499	9	199781	0.21814299999999998	0.2605104634721184	333.96347550176586	0.06491682331811795	1	41.6
1422	2021-11-21	46	15000	571	Employed	Master	23	8744	108	Married	0	Mortgage	280	0.21679125387159534	4	0	0.1166763563615058	0	Home	0	15	4	2948	908	46345	36116	1250.0	0.856883835352379	10	10229	0.26824400000000004	0.29128177943568867	229.45735414007612	0.4075658833120609	0	55.0
1423	2021-11-22	52	35260	573	Employed	High School	34	25789	24	Divorced	0	Mortgage	620	0.11855635549718425	0	0	0.4602178366114769	0	Home	0	17	17	6584	2508	778453	40648	2938.3333333333335	0.8361348225412439	9	737805	0.214289	0.1922855586778113	1302.8533467366015	0.6544027271933981	1	38.400000000000006
1424	2021-11-23	35	25453	595	Employed	Master	11	20135	48	Single	3	Own	676	0.4472974696917197	0	0	0.27289683342523124	0	Home	0	33	11	24250	558	24808	78206	2121.0833333333335	0.7646394692093975	8	10905	0.217635	0.22365651155698382	638.3786177450194	0.6196732570989758	0	55.0
1425	2021-11-24	29	46288	583	Unemployed	Bachelor	4	56139	84	Divorced	0	Own	208	0.6404827025450813	5	0	0.7359240497423638	0	Home	0	18	21	1806	518	35493	72218	3857.3333333333335	0.8761339233233136	7	9605	0.289639	0.29665191208244973	1592.5613662814278	0.4667891547566785	0	64.0
1426	2021-11-25	27	91521	623	Employed	Doctorate	5	38658	36	Married	3	Rent	451	0.18385390223756076	3	1	0.30670640570908725	0	Debt Consolidation	0	18	13	704	837	71744	8055	7626.75	0.8971324542885771	6	63689	0.212158	0.19151129273595643	1420.0040374001258	0.2453212754318846	0	47.0
1427	2021-11-26	18	63886	567	Employed	Master	0	31692	24	Married	1	Rent	201	0.27173297098429	1	0	0.3786170157744945	0	Debt Consolidation	0	22	25	2938	258	282167	8243	5323.833333333333	0.9057351664175664	5	273924	0.22319199999999997	0.25133211402475375	1693.5691566481355	0.3558656024759357	0	48.0
1428	2021-11-27	64	108420	599	Employed	High School	41	25619	60	Married	1	Own	400	0.24226379113816018	1	1	0.325533314418578	0	Auto	0	26	26	1973	1749	9537	96829	9035.0	0.674570517654727	4	3759	0.23111900000000002	0.21911706413046492	706.2834118990643	0.12244420718307297	1	42.400000000000006
1429	2021-11-28	26	54993	436	Unemployed	Associate	5	14357	60	Married	0	Own	210	0.19253282455782586	7	2	0.09113772787517475	0	Auto	0	23	26	2048	2753	131339	25673	4582.75	0.9225933747617988	4	105666	0.301357	0.32333624073390765	485.2854382744731	0.15171795063542046	0	48.0
1430	2021-11-29	37	49988	559	Employed	High School	14	17543	12	Married	5	Mortgage	661	0.2366131628059929	3	0	0.4211955153817922	0	Education	0	23	3	1382	1518	46403	13450	4165.666666666667	0.8553064102817555	4	32953	0.203043	0.19802614549366704	1623.4303374880342	0.5483948957721134	0	60.0
1431	2021-11-30	36	156033	548	Employed	High School	14	13613	72	Single	0	Own	181	0.34001374152510866	4	2	0.2937856283966717	0	Home	0	14	25	3216	112	80334	32723	13002.75	0.8618800665101087	7	47611	0.254613	0.2036904	328.9883939069046	0.03922157958177344	1	40.0
1432	2021-12-01	43	15000	618	Employed	Bachelor	19	21496	96	Married	3	Own	315	0.13176273482291895	3	2	0.391078871819197	0	Auto	1	26	8	3422	926	160950	7454	1250.0	0.6040627503175692	2	153496	0.24749600000000005	0.24231521303518178	508.7062025121468	0.6589649620097174	0	55.0
1433	2021-12-02	49	192184	649	Self-Employed	Master	27	22791	120	Single	0	Mortgage	480	0.16120099604812513	5	2	0.08464172353306262	0	Debt Consolidation	0	28	8	873	132	61047	98689	16015.333333333334	0.67390524804616	7	4061	0.25329100000000004	0.28473514553321855	575.2761627320606	0.06589161404063151	1	38.400000000000006
1434	2021-12-03	50	213434	621	Employed	Doctorate	29	21870	84	Married	0	Other	611	0.23815452950676821	2	1	0.31078149472267946	0	Other	0	25	19	3244	398	82784	39765	17786.166666666668	0.952968367866995	5	43019	0.23637000000000002	0.21657235195203942	507.70607353704855	0.06289753686125257	1	39.2
1435	2021-12-04	33	37557	543	Employed	High School	14	35508	12	Married	3	Mortgage	184	0.25500970805146894	0	3	0.5341962274794941	0	Education	0	13	2	6450	1840	100139	20125	3129.75	0.8678013621067955	5	80014	0.229008	0.25471882009218166	3382.965832078471	1.1396967272397065	0	61.0
1436	2021-12-05	37	23965	470	Employed	High School	18	36780	60	Married	1	Rent	617	0.41736446925422327	4	1	0.17775168664583788	0	Other	0	25	25	6171	2282	21967	5652	1997.0833333333333	0.8543081630610156	5	16315	0.30678	0.3143011256984806	1222.4679578574594	0.9210772165361784	0	53.0
1437	2021-12-06	43	31525	552	Employed	Bachelor	18	20640	36	Married	2	Other	191	0.2142961439160878	2	0	0.06403718633256429	0	Education	0	15	11	157	1161	143694	11781	2627.0833333333335	0.7640850345519434	2	131913	0.22963999999999998	0.19902780045068968	766.034316556266	0.3642953782291893	0	47.0
1438	2021-12-07	37	32858	603	Employed	High School	15	17245	60	Single	1	Mortgage	322	0.2612723907626418	3	1	0.34641284656265453	0	Home	0	21	7	2779	1227	100496	1807	2738.1666666666665	0.8908173565497728	8	98689	0.22074500000000002	0.23019668466985518	486.33956740599666	0.2952119669143575	0	51.0
1439	2021-12-08	59	101478	601	Employed	High School	36	11687	36	Married	1	Mortgage	650	0.39938511062408805	3	1	0.12967875717118627	1	Debt Consolidation	0	28	9	893	1225	14390	50999	8456.5	0.9786585155060766	1	8718	0.196187	0.18102833170667398	423.11617866273673	0.12689838333385403	0	59.0
1440	2021-12-09	45	15000	648	Self-Employed	Master	19	19811	72	Married	2	Other	161	0.22200747012312055	3	0	0.047626305129425235	0	Home	0	23	17	1991	161	26788	34554	1250.0	0.8951039250619863	1	7559	0.210811	0.18859274596680345	461.52149129930734	0.4980171930394459	0	52.0
1441	2021-12-10	48	192918	631	Employed	Master	27	16125	60	Divorced	0	Own	454	0.33384539320610523	1	2	0.533272717988581	0	Auto	0	27	20	502	1537	69635	13037	16076.5	0.9762775066055048	5	56598	0.205625	0.20419698583131152	430.98820573324696	0.05504856192164009	1	40.800000000000004
1442	2021-12-11	47	55662	650	Employed	Master	26	45344	12	Married	2	Rent	241	0.24621155898347125	1	1	0.2511330371921764	0	Debt Consolidation	0	19	19	3139	1965	215654	45980	4638.5	0.7810667778790769	7	169674	0.185344	0.16742548719405154	4130.050258013869	0.9423413297432077	0	42.0
1443	2021-12-12	54	91484	567	Employed	Associate	32	13365	48	Married	0	Own	181	0.2267462050948842	2	0	0.1783798801419751	0	Home	0	29	11	1431	7197	571809	31939	7623.666666666667	0.9310217684989828	2	539870	0.22486499999999998	0.2188832400019644	420.26885029905577	0.07886872243877256	1	32.800000000000004
1444	2021-12-13	42	22528	550	Employed	Bachelor	19	65027	36	Single	0	Rent	270	0.49311530091242406	2	0	0.1004465703451263	0	Home	0	20	20	1178	2552	15182	53462	1877.3333333333333	0.8833939723756571	2	4510	0.275027	0.28140934101944287	2694.703610956331	1.5792100200406594	0	53.0
1445	2021-12-14	24	62081	581	Employed	Bachelor	0	17796	24	Married	2	Rent	294	0.4447394706850592	3	1	0.05584289033457806	0	Auto	1	24	2	796	184	11831	16673	5173.416666666667	0.8268549750256754	6	10800	0.202296	0.20296669765470474	908.3229372275642	0.23240404063611683	0	61.0
1446	2021-12-15	44	47454	509	Employed	High School	18	31897	36	Single	2	Mortgage	253	0.29844138295375205	0	1	0.2691995138264452	0	Debt Consolidation	1	23	29	2056	1646	116543	25842	3954.5	0.8421064432793559	2	90701	0.262397	0.2511477291773629	1270.1561799038102	0.3851703577958807	0	57.0
1447	2021-12-16	32	61196	509	Employed	Master	8	18144	60	Married	0	Mortgage	350	0.4516524564543815	3	2	0.20786027967681253	0	Home	0	15	12	8837	2562	93127	33291	5099.666666666667	0.8807165776014733	2	59836	0.268644	0.27200838651456566	556.2130294672144	0.1777004437153829	0	51.0
1448	2021-12-17	33	24355	480	Self-Employed	High School	8	41994	36	Married	0	Own	160	0.3631305894008645	3	1	0.09106239976383164	0	Home	0	33	3	4931	925	69134	16981	2029.5833333333333	0.8491345421761659	10	52153	0.28699399999999997	0.25020747365732887	1670.1349645399787	0.9017294015388932	0	56.0
1449	2021-12-18	47	47042	615	Employed	Bachelor	25	16109	24	Single	4	Own	514	0.3750598185952607	2	0	0.2582434854045595	0	Auto	0	22	18	9052	1516	42394	36974	3920.1666666666665	0.6644477120192509	10	5420	0.183609	0.16447155374596747	792.1928468458843	0.3331982943359256	0	50.0
1450	2021-12-19	54	26806	573	Employed	Bachelor	31	28811	24	Married	2	Own	534	0.4275876459406766	6	2	0.5354198734756538	0	Other	0	19	18	870	1658	212878	10768	2233.8333333333335	0.5469724742455256	5	202110	0.217311	0.24768001143744117	1534.3352412479453	0.9259129633281855	0	57.0
1451	2021-12-20	40	50823	596	Employed	Associate	18	9717	48	Married	0	Own	846	0.3831992727779336	4	0	0.4066389516525757	0	Home	1	17	3	18064	801	19651	19109	4235.25	0.7065562716496211	6	4471	0.206717	0.17604456755236067	283.43240421735214	0.2666743177421291	0	65.0
1452	2021-12-21	43	132070	493	Employed	Bachelor	23	14127	108	Married	0	Own	355	0.3669306469138803	3	2	0.07172914471078558	0	Home	0	28	26	692	1361	36690	53822	11005.833333333334	0.6521286581331884	5	7797	0.312627	0.2958451179265427	375.3282521463559	0.0663582874669211	1	38.400000000000006
1453	2021-12-22	60	54050	577	Employed	High School	35	12900	48	Single	2	Own	205	0.2970155447795423	2	2	0.31464929275764103	0	Education	0	23	19	230	1589	132602	26500	4504.166666666667	0.7067777455119872	6	106102	0.2194	0.18754803755160784	384.04442172394266	0.13077766994796133	1	40.0
1454	2021-12-23	42	15000	643	Employed	Bachelor	18	20672	96	Married	0	Rent	1266	0.040038329262387276	8	1	0.13758591866252684	0	Debt Consolidation	0	30	9	1096	1500	44344	22421	1250.0	0.8727915377761877	5	21923	0.234172	0.2472539055234945	495.9379377025668	1.4095503501620534	0	49.0
1455	2021-12-24	71	157310	606	Employed	Bachelor	48	10722	60	Married	3	Own	1381	0.22063048775545874	1	0	0.25402662745646026	0	Auto	0	14	26	8304	885	30563	15601	13109.166666666666	0.8652868481835647	3	14962	0.21272200000000002	0.198271474960667	283.0371875644739	0.12693691596703127	1	37.6
1456	2021-12-25	46	56261	532	Employed	Bachelor	24	41013	36	Married	3	Own	452	0.14194020314664138	1	2	0.2239103120792979	0	Auto	0	23	19	1970	2139	74576	20950	4688.416666666667	0.930015459717183	5	53626	0.260013	0.24505083473490333	1619.953587024005	0.44193034329798725	0	49.0
1457	2021-12-26	18	15000	594	Employed	Doctorate	0	20127	60	Married	4	Mortgage	226	0.5034736344733953	2	0	0.686427066061029	0	Auto	1	20	8	525	1161	7508	29244	1250.0	0.9691391991355776	4	9178	0.22812700000000002	0.20928018663453632	543.6883205005747	0.6157506564004598	0	68.0
1458	2021-12-27	49	15000	593	Employed	High School	28	15295	12	Single	0	Own	519	0.39426532233676553	4	1	0.4473717901130358	0	Home	0	27	8	592	498	259723	43063	1250.0	0.8378802976087321	6	216660	0.18379500000000001	0.18484196572234995	1405.7724147390468	1.5398179317912375	0	55.0
1459	2021-12-28	44	27360	556	Employed	Associate	21	9038	96	Single	1	Rent	238	0.43919223245448885	6	3	0.13692069888221636	0	Home	0	28	7	4080	1096	58483	4253	2280.0	0.8081468642220896	6	54230	0.266038	0.2750932842317369	233.71966968348013	0.20689459196643864	0	52.0
1460	2021-12-29	55	73470	634	Employed	Master	34	20058	36	Married	4	Rent	272	0.2335859108138179	5	3	0.22297679012314248	0	Other	0	24	8	5330	1187	20640	18737	6122.5	0.4852097052972521	8	1903	0.188058	0.22089786275592665	766.9561011119065	0.16969474905870258	0	50.0
1461	2021-12-30	48	27585	593	Unemployed	Bachelor	26	34324	48	Single	1	Mortgage	448	0.23186119202205843	1	2	0.15198444417766985	0	Education	0	25	13	5721	1171	98330	39128	2298.75	0.7419879581868675	3	59202	0.232824	0.2530559858595044	1143.9434620608195	0.6925257039960063	0	53.0
1462	2021-12-31	38	30170	556	Employed	Master	16	23617	36	Widowed	2	Rent	593	0.3052447553775435	4	0	0.5580952182475044	0	Debt Consolidation	0	23	23	1559	1403	28513	82837	2514.1666666666665	0.8799030787793433	3	1196	0.230617	0.18983246369372786	865.505188177374	0.5801147583072087	0	59.0
1463	2022-01-01	25	86077	594	Employed	Associate	4	13834	12	Divorced	0	Mortgage	735	0.38824571850989725	1	0	0.036397305887672496	0	Other	0	17	20	4828	959	338988	17187	7173.083333333333	0.6501840798705679	6	321801	0.18183400000000002	0.18658084619661544	1272.6377365489552	0.27988490350020867	1	34.4
1464	2022-01-02	37	103960	613	Unemployed	Bachelor	16	26206	36	Single	3	Mortgage	394	0.354337270253233	1	1	0.5209719993846157	0	Debt Consolidation	0	24	19	4620	2143	160626	59831	8663.333333333334	0.884196931518474	3	100795	0.204706	0.24406769464634298	1033.74144753242	0.1648027834781554	0	53.0
1465	2022-01-03	29	77809	563	Employed	Master	10	16300	48	Widowed	0	Own	245	0.12059656083736384	4	2	0.052215965393867345	0	Home	1	20	10	282	236	36731	34047	6484.083333333333	0.7728266243813153	6	2684	0.2298	0.2685118984366822	557.4264554802459	0.12375326075085082	0	55.0
1466	2022-01-04	33	16958	491	Employed	Master	11	10411	60	Married	0	Mortgage	433	0.1975663802358896	5	0	0.22837105637582186	0	Home	0	14	8	2571	816	17714	84674	1413.1666666666667	0.7472022962310507	4	3866	0.269911	0.2599728903640376	311.6935167428772	0.5269679325931433	0	54.0
1467	2022-01-05	47	119676	617	Employed	Master	23	23473	36	Married	0	Rent	519	0.25010819722134003	2	1	0.17100816643450473	0	Home	0	18	25	3797	4883	85622	103766	9973.0	0.8894643781248047	7	3448	0.199973	0.183725602185912	852.9985971268819	0.1375713022287057	1	36.800000000000004
1468	2022-01-06	60	40236	630	Employed	High School	41	21938	48	Married	1	Mortgage	528	0.20425244705071616	3	0	0.2776132240134555	0	Home	0	32	15	363	1216	17419	7758	3353.0	0.9604089289096724	3	9661	0.20193800000000003	0.22688747152720906	699.4093603150856	0.3660630361810574	0	50.0
1469	2022-01-07	44	141595	586	Employed	Associate	22	22406	72	Married	1	Own	838	0.267590633640155	2	0	0.6328191791957949	0	Other	0	34	1	6065	359	56826	19492	11799.583333333334	0.972866602119292	4	37334	0.244406	0.2531055313934704	607.8311372571465	0.12253238918807696	1	48.0
1470	2022-01-08	25	44763	588	Employed	High School	2	29517	48	Married	1	Own	262	0.3646320761328685	1	1	0.5910603460131623	0	Debt Consolidation	0	25	12	12535	1115	105055	65758	3730.25	0.708481793748219	8	39297	0.230517	0.2382215339413271	959.4085734891769	0.3274334356917571	0	59.0
1471	2022-01-09	45	85653	570	Employed	High School	24	13761	48	Married	0	Rent	1318	0.5743145896048832	1	2	0.03765210974517603	0	Home	1	31	6	2031	2544	25829	13936	7137.75	0.8608122334990175	3	11893	0.22376100000000002	0.23031944115788863	441.3011760396332	0.24647839669918856	0	58.0
1472	2022-01-10	54	58130	632	Employed	Associate	29	17954	36	Married	0	Mortgage	579	0.24094297488214547	2	3	0.1683333587964861	0	Debt Consolidation	0	30	13	6120	517	20462	24954	4844.166666666667	0.3839002506852385	2	9366	0.186954	0.21587198776484467	681.8431802381576	0.2602807184389797	0	47.0
1473	2022-01-11	32	70005	634	Employed	Doctorate	10	22024	48	Divorced	5	Rent	607	0.21548188508479782	4	2	0.10866234433203434	0	Auto	1	27	8	2878	191	410804	208069	5833.75	0.9727546213183711	4	202735	0.200024	0.19268561462482847	661.6454363624013	0.21746654148059158	1	40.0
1474	2022-01-12	38	40498	547	Employed	Bachelor	16	12214	60	Divorced	4	Own	129	0.6480540715682199	7	2	0.536678920839946	0	Other	0	32	20	1147	861	22098	6145	3374.8333333333335	0.9072062464904611	7	15953	0.243714	0.25516627334182	362.20585566922324	0.14554966339154227	0	61.0
1475	2022-01-13	40	96945	520	Employed	Master	18	32209	60	Single	1	Mortgage	436	0.3805072361231556	3	0	0.0740668508938552	0	Other	1	20	14	21425	605	22571	8871	8078.75	0.7388572365485065	2	13700	0.277209	0.25767446200248495	959.9231710740115	0.1727894997461255	0	55.0
1476	2022-01-14	30	80097	462	Unemployed	Master	11	23478	24	Single	0	Mortgage	802	0.21457028257366803	5	2	0.5014493468302684	0	Debt Consolidation	0	33	27	3550	687	20767	9057	6674.75	0.9070599875650088	3	11710	0.267478	0.3089218828017216	1323.5275953759444	0.3184430271359893	0	60.0
1477	2022-01-15	47	32684	563	Employed	High School	22	12317	48	Married	2	Own	565	0.27601141470545715	4	0	0.3028153499864246	0	Other	0	21	3	3041	230	32490	39840	2723.6666666666665	0.9211603057811535	10	10689	0.225817	0.27098039999999995	422.94091794292444	0.36272460578004817	0	58.0
1478	2022-01-16	38	31956	534	Employed	High School	17	18855	36	Single	3	Own	358	0.13675083647848507	0	0	0.07640887871624519	0	Auto	0	35	3	14522	726	46882	16877	2663.0	0.8453434133186778	4	30005	0.236855	0.240752141988972	740.4802554520834	0.4124972795539179	0	53.0
1479	2022-01-17	45	29505	603	Employed	High School	23	28622	36	Single	3	Own	466	0.06534299271001591	1	1	0.48526757437012547	0	Debt Consolidation	0	17	20	3123	2727	23654	55559	2458.75	0.8248397429583694	10	1207	0.212122	0.2064570528097677	1073.1362083796992	0.6259832062550886	0	54.0
1480	2022-01-18	29	63947	585	Employed	Bachelor	5	17407	60	Single	2	Rent	1223	0.22555593299683493	4	1	0.47365399845168754	0	Other	0	33	13	34131	2716	36847	7699	5328.916666666667	0.9625123062725234	4	29148	0.22990700000000003	0.19638843576505474	457.6880286173408	0.31539018786507717	0	56.0
1481	2022-01-19	34	42959	581	Employed	High School	9	11817	24	Divorced	4	Own	256	0.5229176633091908	2	1	0.0861022225150138	0	Home	0	22	15	4009	1076	318316	4148	3579.9166666666665	0.7701275278678442	3	314168	0.196317	0.20420702166733887	603.8671207267091	0.2401919376317072	1	36.800000000000004
1482	2022-01-20	48	63168	597	Employed	Bachelor	28	9583	120	Divorced	0	Mortgage	279	0.4499079846773059	4	2	0.45855632716423195	0	Auto	0	25	17	496	1576	177030	24355	5264.0	0.8609536762546842	4	152675	0.266083	0.24153679335318182	212.31474386570784	0.09333486775564359	1	42.400000000000006
1483	2022-01-21	35	27311	530	Employed	High School	13	30390	24	Widowed	0	Rent	771	0.07681596548216228	3	1	0.6838879293478611	0	Home	1	32	2	591	1139	55194	10682	2275.9166666666665	0.48242397861988984	4	44512	0.24039	0.21560137393261522	1569.983687464067	1.028589368736729	0	69.0
1484	2022-01-22	60	224926	645	Employed	High School	35	17157	60	Married	2	Mortgage	307	0.4070504435580913	4	2	0.5765548184361535	0	Other	0	28	9	2494	516	9739	18542	10017.666666666666	0.743135542056778	10	5322	0.19965700000000003	0.20792835498602238	462.1573364114803	0.07678008881757033	1	44.0
1485	2022-01-23	35	19404	628	Employed	Associate	12	34088	12	Married	1	Own	392	0.48749910009121483	0	0	0.6456008529424226	0	Debt Consolidation	0	24	12	520	519	99924	4003	1617.0	0.8322532733070308	3	95921	0.18508800000000003	0.19429079296877996	3148.4182257511056	2.189497975108909	0	56.0
1486	2022-01-24	42	84781	648	Employed	Bachelor	18	54028	24	Single	1	Mortgage	700	0.2547551537046931	4	1	0.18632429492924474	0	Home	0	33	5	4173	357	16732	137999	7065.083333333333	0.836000400897884	6	10018	0.205028	0.1791731818088354	2695.141456324416	0.4805522166038734	0	48.0
1487	2022-01-25	51	96740	623	Employed	Master	31	15121	48	Married	0	Own	698	0.176606902736402	7	2	0.06368479158749213	0	Auto	0	29	12	1330	2699	43068	30905	8061.666666666667	0.9429849224460897	8	12163	0.19862100000000002	0.18539832864128747	448.45615437114486	0.14221081096189514	1	36.0
1488	2022-01-26	22	44537	605	Self-Employed	Doctorate	0	43593	60	Married	3	Mortgage	589	0.28048283115242245	2	0	0.3332295994718468	0	Home	0	24	9	2172	4344	83036	75919	3711.4166666666665	0.6358756341646697	2	7117	0.246093	0.2571688771913064	1297.89839135047	0.5084038147204716	0	56.0
1489	2022-01-27	18	19580	569	Employed	Master	0	15281	60	Married	0	Own	545	0.12754964165742055	4	0	0.3364814451153347	0	Home	0	28	14	4972	2653	25939	46491	1631.6666666666667	0.8301551664022834	3	2235	0.23578100000000002	0.22334767206764464	424.95828209341937	0.5944585998529638	0	55.0
1490	2022-01-28	21	50172	487	Employed	High School	0	10943	36	Married	0	Rent	317	0.4449589665218748	2	1	0.26276555375805183	0	Other	0	28	13	7641	812	37675	15378	4181.0	0.9378875763575147	4	22297	0.252443	0.23018239264586715	423.70451812236377	0.1771596551357005	0	53.0
1491	2022-01-29	55	127314	653	Employed	Bachelor	36	12358	48	Single	0	Rent	376	0.3672038093745924	5	1	0.22709232858162445	1	Debt Consolidation	0	21	26	2324	419	56132	22066	10609.5	0.8853638219840572	4	34066	0.18085800000000002	0.1999961737817946	376.0558985622214	0.07088514054029138	1	44.800000000000004
1492	2022-01-30	33	133594	594	Employed	Associate	12	35819	48	Married	2	Own	322	0.6473984573382978	3	1	0.3297787307021764	0	Auto	0	29	26	2825	570	39278	25952	11132.833333333334	0.8827170627887421	4	13326	0.233819	0.2282891111006682	1144.6966948899321	0.13174514078984972	1	43.2
1493	2022-01-31	70	75903	532	Employed	High School	45	113452	60	Single	4	Mortgage	613	0.23067219690963278	3	2	0.1292250672577213	0	Debt Consolidation	1	26	20	3305	3048	35754	32582	6325.25	0.33789743847525283	5	3172	0.352452	0.3732397392505415	4196.740164420761	0.7604031721150565	0	56.0
1494	2022-02-01	33	36341	424	Employed	Bachelor	10	19330	36	Divorced	0	Mortgage	351	0.5434011542846039	2	2	0.6273077425773095	0	Auto	0	16	29	1174	2394	22201	42438	3028.4166666666665	0.8433931731313804	3	7353	0.29233	0.3132748390260546	834.7066068131803	0.39152690574717713	0	60.0
1495	2022-02-02	42	62747	616	Employed	Associate	17	33517	60	Married	1	Rent	258	0.2287169555297312	1	1	0.189503840154313	0	Debt Consolidation	0	20	3	3045	8576	106617	19698	5228.916666666667	0.7412029262437146	6	86919	0.23051700000000003	0.25977482714410666	1003.0679560840192	0.24117193607675633	0	48.0
1496	2022-02-03	58	63615	587	Employed	Associate	35	62838	72	Married	2	Rent	332	0.1610134984570659	5	2	0.2257633733719564	0	Other	0	27	28	2527	1142	26528	5342	5301.25	0.7370692849298184	5	21186	0.284338	0.2898914038897182	1849.6699083527087	0.41153877073382855	0	51.0
1497	2022-02-04	64	80266	634	Employed	High School	43	30329	48	Married	1	Own	476	0.39040689942990014	3	3	0.4406873925456823	0	Other	0	18	22	1481	191	21964	23178	6688.833333333333	0.9074668031865434	7	2575	0.20832900000000001	0.2233507329913805	961.0734949388076	0.2148466590993159	0	52.0
1498	2022-02-05	64	33490	634	Employed	Doctorate	39	39652	72	Married	0	Mortgage	521	0.3384931905209111	1	0	0.23872410650814763	0	Auto	0	24	18	634	1651	168894	15996	2790.8333333333335	0.8803666833943126	2	152898	0.237652	0.23709255924688688	1036.9241514977925	0.558229018153882	0	46.0
1499	2022-02-06	54	72011	611	Employed	Bachelor	31	28303	120	Married	1	Mortgage	609	0.3417547479558187	2	2	0.5278574105686407	0	Other	0	21	28	3886	4680	39890	15011	6000.916666666667	0.9572650374359765	5	24879	0.277803	0.22224240000000003	589.3414711298319	0.19969306985818808	0	55.0
1500	2022-02-07	52	66576	555	Employed	High School	28	15526	48	Divorced	3	Rent	613	0.22835113578325567	1	0	0.21946325106914183	0	Education	0	23	3	2880	638	12303	15481	5548.0	0.660592862371028	4	4699	0.233026	0.22197901645001739	490.83299759813406	0.19896052588286484	0	55.0
1501	2022-02-08	47	422480	518	Employed	Master	27	50214	84	Divorced	1	Rent	397	0.14510101154870791	1	0	0.248193424786231	0	Home	0	29	10	1756	2081	55293	9842	17952.583333333332	0.6321319321259368	2	45451	0.316214	0.2578833509937277	1296.4174556026117	0.09432722991227512	1	39.2
1502	2022-02-09	49	66239	496	Employed	Master	24	30517	60	Married	0	Rent	401	0.38419260715096365	3	2	0.3533237912531123	0	Home	0	22	14	7430	3123	358899	101882	5519.916666666667	0.8618078725352674	6	257017	0.28751699999999997	0.3146288636519416	1014.924791298124	0.2565119868291715	0	48.0
1503	2022-02-10	33	158303	624	Employed	Master	8	34538	60	Married	0	Own	493	0.209490352190398	4	1	0.4927140947767964	0	Debt Consolidation	1	20	26	5341	16512	105976	68391	13191.916666666666	0.8812706040709938	5	37585	0.22753800000000002	0.24270696641317988	999.0221192589861	0.113101238960145	1	45.6
1504	2022-02-11	30	121911	632	Unemployed	Bachelor	7	24513	96	Married	1	Mortgage	572	0.4591824564084336	0	1	0.49217916419453794	0	Education	0	30	25	1934	14527	41898	78673	10159.25	0.6609623999373224	8	1480	0.24351300000000003	0.25329601899223597	597.9132243361868	0.11515744019845824	0	55.0
1505	2022-02-12	39	48895	585	Employed	Associate	18	33655	48	Widowed	0	Own	396	0.30087046187216054	4	1	0.1045123626935061	0	Auto	0	18	21	1236	1068	54110	95028	4074.5833333333335	0.8407421350259962	4	10326	0.236155	0.22112867210758747	1062.4003348649812	0.3579262505037279	0	51.0
1506	2022-02-13	37	85188	571	Employed	Associate	15	35173	84	Married	0	Mortgage	560	0.1779617431389899	4	0	0.42381375203555105	1	Home	0	23	27	4193	186	21556	48899	7099.0	0.8601038403801468	5	9798	0.27467300000000006	0.25328904939291186	897.6961440713256	0.20533823694482684	0	66.0
1507	2022-02-14	34	24951	450	Employed	Associate	10	21181	60	Married	2	Mortgage	1243	0.3743958711620467	4	0	0.07022220661036566	0	Home	0	29	13	2443	291	48370	9303	2079.25	0.7725108996682387	9	39067	0.301181	0.30286906093211985	689.0146684238961	0.9291882498131039	0	52.0
1508	2022-02-15	48	59238	595	Employed	Master	25	16829	60	Single	0	Own	196	0.05552014988249868	2	2	0.3539198966480558	1	Home	0	23	27	9655	1087	22699	62132	4936.5	0.9374726354814331	7	8171	0.224329	0.21251875140982449	457.66866989886955	0.13241540968274476	0	65.0
1509	2022-02-16	51	32641	614	Employed	Bachelor	27	18481	24	Married	3	Other	581	0.2976045677319455	6	1	0.1987243571031818	0	Home	0	26	26	1594	845	13222	37941	2720.0833333333335	0.589563934235738	6	9425	0.18648099999999998	0.19705829462781027	937.9515977638059	0.5584209789272899	0	48.0
1510	2022-02-17	41	41482	501	Employed	High School	16	15842	24	Married	1	Rent	105	0.17041369023797964	5	2	0.03309876384344785	0	Home	1	26	29	1590	332	77258	5636	3456.8333333333335	0.7944104095261962	5	71622	0.24034199999999997	0.23181402715496743	831.1253560991761	0.2708043072462782	0	54.0
1511	2022-02-18	57	15000	549	Unemployed	Bachelor	36	45418	96	Divorced	2	Other	353	0.04534860563505604	3	0	0.5762331164450695	0	Home	0	19	2	1835	406	48136	14884	1250.0	0.6141562055168568	6	33252	0.305918	0.24473440000000002	1082.0586533472979	1.1480469226778383	0	66.0
1512	2022-02-19	26	134679	588	Employed	Bachelor	6	7454	48	Married	2	Own	228	0.14870437862785227	3	2	0.3942429342260105	0	Other	0	28	9	2738	3137	299424	8108	11223.25	0.754043727259771	8	291316	0.208454	0.2235569939302874	236.2880874423623	0.04136841712002872	1	36.800000000000004
1513	2022-02-20	37	42408	644	Employed	Master	15	45422	84	Single	2	Rent	590	0.35208978040672345	2	0	0.3449787407793306	0	Home	0	17	17	1031	4531	28401	3269	3534.0	0.9639855337482168	7	25132	0.248422	0.24716444731341794	1141.483127996157	0.48994995132885033	0	52.0
1514	2022-02-21	31	60659	593	Employed	High School	9	8604	36	Single	3	Rent	400	0.2849259076311566	1	0	0.5866921631334068	0	Education	0	28	21	2164	7132	159929	13155	5054.916666666667	0.8144393528920371	6	146774	0.197104	0.20030974419759115	319.891278275545	0.14241407440456552	1	43.2
1515	2022-02-22	18	57262	605	Employed	Bachelor	0	37919	72	Married	3	Rent	440	0.5713652072958344	3	2	0.26685478937136153	0	Home	0	27	21	7748	654	31485	6515	4771.833333333333	0.9604249273052664	5	24970	0.250419	0.22988397600107588	975.1304697287898	0.2965590729758911	0	50.0
1516	2022-02-23	39	38210	568	Employed	Associate	19	36950	48	Married	1	Rent	380	0.4763545780720385	1	2	0.2891919188585078	0	Home	0	29	6	6759	1096	128529	20522	3184.1666666666665	0.7090779563966578	3	108007	0.24794999999999998	0.23802658834612186	1200.6102310021545	0.49639682732336704	0	52.0
1517	2022-02-24	38	21059	412	Unemployed	High School	13	37535	48	Divorced	3	Rent	446	0.17568656872557672	7	0	0.2780962191969499	0	Auto	0	22	29	715	1344	20027	48460	1754.9166666666667	0.7426715032086326	7	10826	0.32653499999999996	0.3449806134510795	1451.4228590862936	1.0812039654796297	0	56.0
1518	2022-02-25	58	31081	619	Self-Employed	Bachelor	33	18080	96	Divorced	0	Mortgage	452	0.12695991573214016	3	0	0.48349909312854594	0	Education	0	29	29	444	1812	219912	19964	2590.0833333333335	0.7865295263804138	5	199948	0.24358000000000002	0.2459924100512548	432.2467173312313	0.3413970145096611	0	52.0
1519	2022-02-26	47	44129	551	Employed	Associate	24	29275	24	Married	1	Mortgage	439	0.4289482204009722	3	1	0.31778582028857333	0	Auto	0	30	20	4628	1469	42078	8151	3677.4166666666665	0.7333993120077796	0	33927	0.22877499999999998	0.245070813920465	1555.2204420023377	0.5422884113401176	0	56.0
1520	2022-02-27	27	33656	514	Employed	Bachelor	4	15790	48	Married	0	Own	464	0.16582020407161546	3	0	0.21856985437395493	0	Debt Consolidation	0	19	24	3057	278	24870	22822	2804.6666666666665	0.6285704936317658	5	2048	0.25379	0.25495287684395534	527.9223833454918	0.35366854647450385	0	52.0
1521	2022-02-28	62	24627	515	Employed	High School	41	25126	108	Single	2	Rent	573	0.2617876126848841	4	0	0.476952362996838	0	Other	0	19	15	2404	2583	32312	15728	2052.25	0.7946736383821857	5	16584	0.312626	0.2965876619398965	668.8891790433136	0.6051354265042337	0	58.0
1522	2022-03-01	54	38728	642	Employed	Doctorate	33	23003	72	Married	1	Mortgage	308	0.2925121136169416	5	1	0.26345238190371395	0	Auto	0	20	4	867	2944	80162	46291	3227.3333333333335	0.7106017283280618	4	33871	0.217003	0.2115855797468647	566.5432993911389	0.2709801588693882	0	53.0
1523	2022-03-02	46	75173	619	Employed	Master	24	47414	48	Single	1	Own	539	0.48589742194576807	4	1	0.49108429322679786	0	Home	0	20	26	20587	2748	23717	9849	6264.416666666667	0.6999983062898758	9	13868	0.23291400000000004	0.2177232502402157	1487.9747951673587	0.32356960001607366	0	54.0
1524	2022-03-03	37	66124	494	Employed	High School	12	13893	48	Married	2	Own	844	0.3350169652217627	4	1	0.2155026359983003	0	Education	0	17	22	680	1603	44255	28431	5510.333333333333	0.8351911524970494	6	15824	0.261893	0.2095144	429.8436159781094	0.2311736040127233	1	41.6
1525	2022-03-04	28	24493	492	Employed	Bachelor	6	19427	36	Divorced	0	Rent	467	0.19240035095471109	3	2	0.13673250724530295	0	Debt Consolidation	0	19	26	2715	1377	47611	39684	2041.0833333333333	0.9387791289835187	10	7927	0.25842699999999996	0.25478421474837964	777.3382622633785	0.6096459864924894	0	51.0
1526	2022-03-05	35	20060	511	Employed	High School	15	18975	60	Single	5	Mortgage	311	0.32032136797131944	1	2	0.28700797625447	0	Education	1	23	24	2331	5341	395985	45591	1671.6666666666667	0.6571016631226966	7	350394	0.268475	0.28469456126496434	596.18780517337	0.5426846292163728	0	54.0
1527	2022-03-06	53	59112	591	Employed	Bachelor	30	8758	96	Single	1	Mortgage	203	0.3016884856704425	3	0	0.21514905419373845	0	Auto	0	36	13	11316	2145	76290	444971	4926.0	0.7540343942689735	7	6163	0.24825799999999998	0.24163109603273475	206.86563703542328	0.08320455481839693	0	52.0
1528	2022-03-07	62	47389	639	Employed	High School	38	23710	48	Single	0	Mortgage	219	0.2973853215895785	3	1	0.17688915656853849	0	Debt Consolidation	0	25	3	3922	2223	43568	35145	3949.0833333333335	0.8048198191285613	4	8423	0.19921000000000003	0.20955220957518086	733.6256912830354	0.24122704204343676	0	51.0
1529	2022-03-08	58	42523	648	Employed	Associate	36	32815	72	Single	0	Mortgage	582	0.20066112934287636	4	0	0.14599436827759613	0	Education	0	22	14	2462	583	53379	6698	3543.5833333333335	0.887583868893966	7	46681	0.223815	0.22431115968692023	832.9320610976737	0.39929414042217354	0	48.0
1530	2022-03-09	34	82361	476	Unemployed	Doctorate	9	13060	48	Single	3	Rent	578	0.09379441106139984	4	1	0.4119461311278563	0	Debt Consolidation	0	31	13	693	4728	27089	44481	6863.416666666667	0.6120654623721753	6	2736	0.27005999999999997	0.32407199999999997	488.69787940972134	0.1554179108184293	0	57.0
1531	2022-03-10	26	42875	561	Employed	High School	2	31604	84	Single	3	Mortgage	741	0.12001269474995792	1	1	0.4193417379757997	0	Auto	0	12	15	15548	1672	292349	15013	3572.9166666666665	0.7922224885223899	4	277336	0.276104	0.31482366576415055	935.3685522663765	0.46918769975968555	0	50.0
1532	2022-03-11	41	21601	577	Employed	Bachelor	21	18373	12	Married	2	Rent	485	0.058971586082948724	8	0	0.26409243020178647	0	Auto	0	21	7	2129	1170	47791	14972	1800.0833333333333	0.7337506895096024	1	32819	0.19487300000000002	0.17820681869387775	1682.8689567582012	1.2043158872782935	0	54.0
1533	2022-03-12	18	20235	539	Employed	High School	0	38336	24	Divorced	2	Rent	424	0.25064533622647517	2	2	0.23320720080777266	0	Home	1	21	27	2419	1014	54227	25534	1686.25	0.3531522465416724	4	28693	0.243836	0.19506880000000001	1941.9188398962174	1.4030652868176234	0	60.0
1534	2022-03-13	43	21168	584	Employed	Bachelor	20	13027	36	Divorced	3	Own	314	0.09034039959191172	1	3	0.457206153914927	0	Auto	0	22	2	4100	1656	43071	8814	1764.0	0.9622570845948625	4	34257	0.20602700000000002	0.2140320091059162	493.4940638755706	0.4577630747593938	0	61.0
1535	2022-03-14	38	36496	480	Unemployed	High School	19	28120	108	Single	3	Mortgage	290	0.2185972807495808	3	1	0.19568035622320068	0	Auto	0	21	5	4127	1665	108877	22176	3041.3333333333335	0.7699209933123653	2	86701	0.33311999999999997	0.3457137259714818	849.6657935639507	0.3747257102906458	0	54.0
1536	2022-03-15	34	19274	538	Self-Employed	Associate	11	23651	48	Single	1	Mortgage	330	0.16230218459541992	5	3	0.21717470720355878	0	Other	0	25	3	70414	452	70866	38387	1606.1666666666667	0.7825730419336401	2	32479	0.249651	0.24445194981759827	776.8985228141242	0.6891554567691963	0	59.0
1537	2022-03-16	20	15000	517	Employed	Associate	1	28503	96	Single	1	Own	562	0.09394337669561621	2	1	0.3525781022516145	0	Other	0	26	26	2288	2854	163311	44788	1250.0	0.7409763226165632	1	118523	0.305003	0.28573795785560985	757.8514493364257	1.0558811594691406	0	51.0
1538	2022-03-17	46	15000	552	Employed	High School	21	44507	60	Married	2	Mortgage	484	0.07407350963560784	1	4	0.3404690158726881	0	Debt Consolidation	0	14	2	2081	1416	26815	28661	1250.0	0.7982841811306698	5	3015	0.273507	0.30640648373792284	1457.5156618352553	1.5532125294682042	0	59.0
1539	2022-03-18	33	166498	546	Employed	Master	9	13018	36	Widowed	0	Rent	1089	0.6739679926910538	2	0	0.15227528095970416	0	Other	0	19	18	6104	1658	196781	20866	13874.833333333334	0.6029284687773765	3	175915	0.225018	0.22278597191550853	499.04152260537217	0.11445481790330493	1	36.800000000000004
1540	2022-03-19	25	22641	579	Employed	Master	1	25969	72	Single	0	Rent	860	0.33088514262497715	3	0	0.3182463792789996	0	Education	0	13	14	2280	2632	9071	26750	1886.75	0.7574187534927126	8	8028	0.251469	0.25877874874711376	713.5853766852287	0.8340190150710104	0	56.0
1541	2022-03-20	18	37167	566	Employed	Master	0	15403	12	Married	3	Mortgage	464	0.6058804347477305	3	1	0.1644686565748465	0	Education	0	27	13	5820	765	58912	29832	3097.25	0.9209489301508529	7	29080	0.197403	0.2137933224658124	1437.0371432284091	0.6137822724121105	0	53.0
1542	2022-03-21	39	45224	552	Employed	High School	16	14451	84	Married	2	Rent	220	0.2339040291916745	1	1	0.2505801448311199	0	Debt Consolidation	0	23	21	3876	1515	115050	21543	3768.6666666666665	0.7489843377212546	5	93507	0.263451	0.2942611612714278	407.6351161653808	0.16654036339077857	0	51.0
1543	2022-03-22	61	48667	627	Employed	High School	40	19414	60	Married	0	Rent	611	0.35624699879561056	4	2	0.2537981753885703	0	Other	0	21	3	10090	740	31666	2541	4055.5833333333335	0.770044005564385	5	29125	0.210914	0.18646166066460446	499.8376415214428	0.2739032958320281	0	53.0
1544	2022-03-23	59	96720	607	Employed	Bachelor	39	19366	60	Single	2	Own	449	0.5666121186431224	8	2	0.18054197635373612	1	Debt Consolidation	0	18	18	2570	7612	13839	3398	8060.0	0.7779881149369803	9	10441	0.220866	0.2650392	585.6185643482563	0.12836458614742635	0	59.0
1545	2022-03-24	34	53532	619	Unemployed	Doctorate	12	21956	72	Single	3	Mortgage	423	0.4418009378663417	6	1	0.3581040721988494	0	Other	0	30	8	1549	403	118068	26612	4461.0	0.6576485234733507	10	91456	0.22745600000000002	0.24372288805609188	583.0039891092781	0.2255108695604748	0	54.0
1546	2022-03-25	32	40329	539	Employed	Bachelor	8	22823	60	Single	0	Mortgage	317	0.10606347067417728	7	1	0.1336434858600685	0	Education	0	18	19	4360	1691	6051	4497	3360.75	0.9592107498236709	5	1554	0.258323	0.2642199142512603	689.0446765538644	0.29935123902517724	0	50.0
1547	2022-03-26	45	55312	555	Employed	Associate	22	43720	60	Single	3	Mortgage	445	0.11283893184969278	2	0	0.4623484158347696	0	Debt Consolidation	0	27	1	657	616	89767	24966	4609.333333333333	0.9582092217990448	2	64801	0.27122	0.22572717986044222	1221.7782978001635	0.3616094079693731	0	57.0
1548	2022-03-27	28	55664	609	Employed	Master	3	32278	60	Divorced	1	Rent	710	0.06698276028500087	2	2	0.5918571835775861	0	Education	0	17	19	3757	2499	120093	10088	4638.666666666667	0.7632696464054088	4	110005	0.23277799999999998	0.2787137222796964	1002.4987584642878	0.36917909423633677	0	50.0
1549	2022-03-28	43	54736	609	Unemployed	High School	19	11036	24	Married	3	Rent	923	0.20973892527502389	2	2	0.41638030457552794	0	Debt Consolidation	0	23	9	3318	1077	39952	5086	4561.333333333333	0.6282072934521028	9	34866	0.18153599999999998	0.19326800217277726	558.0633288370971	0.3246996482396442	0	57.0
1550	2022-03-29	49	93147	654	Employed	Master	25	30116	24	Married	0	Rent	526	0.3889288815025788	3	0	0.1566431156346543	0	Education	0	23	10	3118	834	163938	39974	7762.25	0.6946072560593375	6	123964	0.178116	0.16332650012118166	1479.364253038612	0.2583483207882524	1	31.200000000000003
1551	2022-03-30	54	48069	597	Employed	Doctorate	35	34213	72	Married	0	Mortgage	290	0.3444054998722783	1	0	0.4336863324294163	0	Education	1	33	8	717	266	273178	21917	4005.75	0.8494961039888086	3	251261	0.25071299999999996	0.23432521259801842	888.9704505643949	0.29431952831914	0	58.0
1552	2022-03-31	38	45908	641	Employed	Doctorate	16	27954	72	Single	0	Mortgage	681	0.12753635156667967	3	3	0.5405035337422881	0	Debt Consolidation	0	22	1	1418	3641	45534	14168	3825.6666666666665	0.9059424911613644	11	31366	0.222454	0.19326078618617418	658.7023231646535	0.35018793844157536	0	59.0
1553	2022-04-01	37	17729	583	Unemployed	High School	17	25408	24	Married	2	Rent	140	0.29530982682238865	2	2	0.6102868644841457	0	Auto	0	25	18	424	1353	12929	2301	1477.4166666666667	0.9402950079679008	6	10628	0.208908	0.20987669704145204	1305.4527446760087	0.9783649916020138	0	63.0
1554	2022-04-02	29	43417	551	Employed	Bachelor	7	28791	60	Married	0	Rent	235	0.12021885525223831	2	0	0.15709425778283884	0	Home	0	19	17	2434	292	91307	7705	3618.0833333333335	0.8464995293702879	3	83602	0.258291	0.253680618202712	851.2777865564267	0.30023570119255405	0	48.0
1555	2022-04-03	30	31313	530	Employed	Bachelor	9	16025	60	Single	1	Own	306	0.3255466814016695	3	3	0.046138606861640015	0	Home	0	22	1	3606	683	154441	102853	2609.4166666666665	0.7956903975222788	2	51588	0.256025	0.2771971544320438	496.2453394943917	0.3074424064743941	0	53.0
1556	2022-04-04	37	77037	486	Employed	High School	15	16070	48	Married	0	Mortgage	1517	0.3323984093059358	1	0	0.0452341673300293	0	Education	0	19	8	9205	421	47968	76226	6419.75	0.8090819472226876	7	6751	0.26807	0.28430463479920287	564.0392976566574	0.3241620464436555	0	51.0
1557	2022-04-05	44	19230	631	Employed	Bachelor	19	14415	96	Married	1	Mortgage	320	0.3329889419069596	5	1	0.5323121695209097	0	Home	0	18	22	988	7026	111230	36327	1602.5	0.8280516758994362	7	74903	0.23391500000000004	0.2376306921247717	336.70511326177564	0.4098003826906556	0	55.0
1558	2022-04-06	50	43299	573	Employed	Bachelor	27	6986	36	Married	3	Mortgage	339	0.2338856755260327	2	2	0.310618814526765	0	Auto	0	22	16	3521	949	63691	7829	3608.25	0.48350192736508196	3	55862	0.205486	0.22668123706671006	269.2191987848707	0.16856348611788838	1	42.400000000000006
1559	2022-04-07	30	30944	504	Employed	Associate	5	16434	48	Divorced	4	Mortgage	258	0.4803674154529324	1	0	0.02640915423544067	0	Home	0	23	6	828	1163	32460	21307	2578.6666666666665	0.614456868254242	3	11153	0.259434	0.2653867650048362	559.1022899817043	0.3168700710890787	0	54.0
1560	2022-04-08	57	88321	596	Employed	Associate	38	12002	36	Married	3	Rent	400	0.5565427855784066	3	1	0.09405667516170943	0	Auto	0	22	22	7642	2511	35360	34489	7360.083333333333	0.9280927047561103	5	7709	0.199002	0.1925771185870012	441.5109619852734	0.11433443398312158	1	40.0
1561	2022-04-09	36	21441	586	Employed	High School	13	16050	84	Married	1	Mortgage	101	0.3762638561045702	3	2	0.3312931679873093	0	Home	0	15	7	32036	710	32746	39640	1786.75	0.8258280809292265	2	3753	0.24805000000000002	0.26558836112425005	422.3839742107559	0.29292512898321305	0	57.0
1562	2022-04-10	39	61227	630	Unemployed	Doctorate	15	13954	36	Single	0	Other	524	0.35802435144113687	5	1	0.31541789639332146	1	Auto	0	25	14	1325	7241	42860	14080	5102.25	0.867391081171102	4	28780	0.183954	0.17902722258154685	503.7898432001618	0.20143855028666996	0	66.0
1563	2022-04-11	31	45871	621	Employed	Master	5	21628	120	Single	2	Own	212	0.4185906063026299	3	3	0.21594340588475894	0	Education	0	27	17	892	247	126275	8853	3822.5833333333335	0.7652678747578341	2	117422	0.26612800000000003	0.24709832020279754	487.60408603248044	0.18301866173377002	0	47.0
1564	2022-04-12	18	64382	496	Employed	Bachelor	0	33091	36	Married	1	Own	1109	0.22187424603272685	2	1	0.1074535386140746	0	Debt Consolidation	0	25	12	5081	2212	90712	76105	5365.166666666667	0.8347263026019106	6	14607	0.27009099999999997	0.30883845209496735	1420.8323108214936	0.4715291188508888	0	50.0
1565	2022-04-13	50	29865	582	Unemployed	High School	28	16718	12	Married	1	Rent	295	0.30238143399232537	4	0	0.0783831734320404	0	Home	0	26	25	4524	3036	262340	20554	2488.75	0.8951078985248293	3	241786	0.19071800000000003	0.19143555137057958	1541.8193008577348	0.7380489405756845	0	51.0
1566	2022-04-14	48	24756	627	Employed	Bachelor	23	41113	24	Married	1	Other	304	0.15141256214949766	1	1	0.2654770587558606	0	Auto	0	29	13	3439	719	408982	27429	2063.0	0.8920773167818563	3	381553	0.20261300000000002	0.16209040000000002	2017.1291962973503	1.1251232168188803	0	44.0
1567	2022-04-15	36	64694	633	Employed	High School	14	17451	84	Married	3	Rent	304	0.21332762409477465	1	0	0.11186843934458451	0	Debt Consolidation	0	26	15	13618	1003	111200	6764	5391.166666666667	0.8386335833011767	2	104436	0.225951	0.23417208651764715	424.2088843914664	0.1350744522320091	0	43.0
1568	2022-04-16	40	22513	522	Employed	Bachelor	19	8072	48	Single	0	Own	124	0.3816804909305049	6	0	0.018025497513723576	0	Debt Consolidation	0	26	4	3815	873	25266	7977	1876.0833333333333	0.7732660220857575	2	17289	0.242072	0.2522729863710637	268.6686784072954	0.2093023648952847	0	55.0
1569	2022-04-17	46	33458	593	Employed	Bachelor	27	23316	96	Single	2	Mortgage	731	0.31391513762915535	3	0	0.43187274354993765	0	Debt Consolidation	1	14	28	1415	74	116475	7263	2788.1666666666665	0.826168270028397	6	109212	0.261816	0.24046733980740825	548.9468376186364	0.4590639623236188	0	59.0
1570	2022-04-18	21	35733	487	Self-Employed	Master	0	12140	48	Divorced	3	Mortgage	539	0.39220888736030446	4	0	0.09643356602127004	0	Home	0	20	13	4190	5609	102148	133021	2977.75	0.8923811193802067	4	7817	0.26364	0.210912	376.5192978460376	0.3074533785059315	0	54.0
1571	2022-04-19	33	55408	556	Employed	High School	14	29000	72	Divorced	2	Mortgage	269	0.29170338805269963	2	0	0.2812739945188973	0	Education	0	26	10	28541	1200	97980	13256	4617.333333333333	0.8247785685306103	2	84724	0.266	0.2925206257301321	858.5058946774063	0.24418984146926215	0	50.0
1572	2022-04-20	49	21302	594	Unemployed	High School	26	28519	36	Married	3	Rent	388	0.40016913595306486	3	0	0.1508577534933787	0	Debt Consolidation	0	14	25	2850	802	120196	45082	1775.1666666666667	0.8566348895420577	4	75114	0.216519	0.23098799426056607	1105.4316600854131	0.8412909548880366	0	54.0
1573	2022-04-21	24	44145	563	Employed	Master	0	25922	96	Married	3	Own	598	0.3322540997910846	4	0	0.37722603675630834	0	Debt Consolidation	0	22	23	5944	214	39288	47377	3678.75	0.886316865876822	7	8228	0.279422	0.3128339324167584	738.173955201381	0.3632141230584794	0	55.0
1574	2022-04-22	43	55821	596	Employed	Master	23	33557	48	Married	0	Mortgage	438	0.49008641940069614	2	1	0.25213336304828926	0	Education	0	20	22	2914	947	29112	25916	4651.75	0.7573719033847389	2	3196	0.230557	0.24200840989659006	1097.7490301817547	0.3301443607635309	0	53.0
1575	2022-04-23	23	23368	591	Employed	Associate	0	14988	48	Divorced	1	Mortgage	1109	0.16604343330752613	2	2	0.166192344058963	0	Debt Consolidation	0	32	15	2478	779	29802	22544	1947.3333333333333	0.793707358499275	4	7258	0.214488	0.17159040000000003	433.713597314656	0.7922185539102993	0	51.0
1576	2022-04-24	45	30625	600	Employed	High School	21	17518	48	Divorced	0	Rent	290	0.08417878068196734	3	2	0.21742114859800096	0	Home	0	29	10	2324	534	77270	2027	2552.0833333333335	0.8259528480351791	7	75243	0.212518	0.2501566342237832	580.9996226947168	0.3412896480762972	0	47.0
1577	2022-04-25	39	68546	576	Employed	Associate	17	5773	120	Widowed	0	Mortgage	359	0.5138204964389447	3	1	0.057399821728723766	0	Other	0	18	11	23759	2077	72910	60345	5712.166666666667	0.5023106321035791	3	12565	0.27277300000000004	0.2411550941779906	127.74896073488887	0.08521266782625779	1	40.800000000000004
1578	2022-04-26	20	36101	465	Employed	Bachelor	1	27390	24	Single	2	Own	324	0.14044198280513312	2	2	0.22227602400204646	0	Other	0	21	5	17587	962	18679	65475	3008.4166666666665	0.9063769737436567	3	9330	0.26989	0.2553731366475048	1469.2403712850717	0.5960744703864398	0	54.0
1579	2022-04-27	53	53975	671	Employed	Master	30	25225	48	Single	0	Rent	580	0.18258084577481148	1	2	0.24621961810419155	0	Home	0	21	27	1275	472	105023	13630	4497.916666666667	0.9282376240058756	5	91393	0.184725	0.19221642345549253	757.1839186420477	0.29728961600193743	0	43.0
1580	2022-04-28	31	78580	597	Unemployed	Bachelor	9	16496	48	Married	3	Own	239	0.30463467580571635	2	0	0.444634902405478	0	Education	0	27	17	5830	181	42716	22059	6548.333333333333	0.7024725974299164	8	20657	0.21299600000000002	0.21194226812020225	512.5349731643793	0.11476736673418875	1	47.2
1581	2022-04-29	30	40751	584	Employed	High School	8	9688	72	Married	2	Other	506	0.09540674448083906	4	2	0.4147487715095623	0	Debt Consolidation	0	33	26	3574	677	65465	17544	3395.9166666666665	0.8157865294364067	5	47921	0.232688	0.2186551182539397	242.64914126144964	0.2204556868576819	0	56.0
1582	2022-04-30	42	122818	494	Employed	Bachelor	21	11144	36	Single	1	Own	451	0.36143680607825585	1	1	0.2721932271661984	0	Debt Consolidation	0	24	1	2124	991	136415	40685	10234.833333333334	0.9151035853726097	2	95730	0.24914399999999998	0.23979163178135712	437.0889978210867	0.08677122224635672	1	41.6
1583	2022-05-01	53	18038	639	Employed	High School	30	12417	36	Single	1	Mortgage	257	0.18206668014219832	2	0	0.32621244613569755	0	Debt Consolidation	1	29	28	773	1867	20522	3546	1503.1666666666667	0.9371804223831077	3	16976	0.17791700000000002	0.15306865384820004	432.30766830976853	0.4585703525733021	0	58.0
1584	2022-05-02	27	32436	562	Employed	High School	3	47961	84	Single	1	Mortgage	230	0.23098717288178286	2	0	0.3345958089329666	1	Other	0	32	19	314	921	440725	142164	2703.0	0.8970403926581799	8	298561	0.291961	0.29543915127677783	1356.6693186504126	0.5870030775621208	0	61.0
1585	2022-05-03	40	64283	549	Self-Employed	Associate	13	9878	24	Married	1	Other	508	0.5063818185023873	4	1	0.14230505983722794	0	Home	0	23	1	2995	1302	160667	15499	5356.916666666667	0.8985687154830337	1	145168	0.21037799999999998	0.17449336130863835	490.5260661083811	0.18639940253722714	1	43.2
1586	2022-05-04	45	31491	502	Employed	High School	22	63678	48	Single	2	Mortgage	406	0.7250261007603863	3	0	0.24107481320183022	0	Auto	1	23	27	2165	1128	16702	19390	2624.25	0.6642648168509051	1	10236	0.30767799999999995	0.368256024128893	2552.3278048944494	1.127304107800114	0	61.0
1587	2022-05-05	48	54804	596	Employed	Master	22	12675	108	Divorced	1	Mortgage	272	0.33386175292786835	5	1	0.2988498894718066	0	Other	0	24	21	6036	271	14251	36966	4567.0	0.6632544077189965	7	1838	0.259675	0.2675595628359507	311.3828684626837	0.12773874938968333	0	52.0
1588	2022-05-06	42	103883	492	Self-Employed	Associate	19	7950	36	Married	2	Rent	234	0.3661593084229857	3	3	0.1348483202294303	0	Auto	1	20	12	6262	905	30800	16004	8656.916666666666	0.8268828746867289	9	14796	0.24695	0.2415513568702326	312.5491117978134	0.06313438523698546	1	46.400000000000006
1589	2022-05-07	35	27477	581	Self-Employed	Bachelor	13	11715	48	Widowed	0	Rent	665	0.08257018559763574	3	1	0.5782555056780315	0	Home	0	22	28	8048	5883	265094	96553	2289.75	0.7804569531269258	3	168541	0.21621500000000002	0.22292739828388777	370.9580447320459	0.45243281787620737	0	58.0
1590	2022-05-08	30	69073	622	Employed	Bachelor	7	48397	96	Single	1	Other	657	0.21671900394256646	6	0	0.1866169585225535	0	Other	0	20	19	1276	1550	42781	2959	5756.083333333333	0.8720537551732971	1	39822	0.272397	0.2508233203690823	1172.5285767810929	0.317842614644986	0	47.0
1591	2022-05-09	41	78951	624	Employed	Doctorate	21	25899	12	Married	2	Mortgage	338	0.0367850486857098	6	0	0.17141911893868728	0	Debt Consolidation	1	21	1	1187	1460	29152	240967	6579.25	0.8769795231916986	5	6993	0.17889900000000003	0.2075559772123166	2408.5167672335524	0.41745134585759053	0	56.0
1592	2022-05-10	27	47430	532	Employed	Master	4	15729	12	Married	0	Rent	579	0.3007445647675422	3	0	0.21307767497813512	0	Home	0	24	9	1038	1233	116748	37946	3952.5	0.8871395017737891	5	78802	0.214729	0.1931728309860388	1451.9136536914853	0.5138301464115079	0	52.0
1593	2022-05-11	18	51163	587	Unemployed	Master	0	17552	36	Married	0	Mortgage	758	0.3099289879308626	6	0	0.4267510598749697	0	Education	0	38	10	4622	2323	50957	35732	4263.583333333333	0.8626230109720255	1	15225	0.20905200000000002	0.2234940276930219	673.4956325138385	0.3357494202874355	0	59.0
1594	2022-05-12	45	25688	609	Employed	Associate	24	26365	60	Single	5	Mortgage	425	0.2614437276062312	1	2	0.2858178632263455	0	Home	0	21	27	3868	790	117301	49419	2140.6666666666665	0.9073986577686851	4	67882	0.22686499999999998	0.24236474086690432	762.0905608915682	0.5545424607092346	0	49.0
1595	2022-05-13	50	64435	619	Employed	High School	27	33529	36	Divorced	0	Mortgage	78	0.240137393706236	5	0	0.07776585107300105	0	Debt Consolidation	0	20	4	675	315	9086	33702	5369.583333333333	0.8296390010566671	1	8137	0.20902900000000002	0.22720279005315208	1293.0150820985773	0.255329882597702	0	50.0
1596	2022-05-14	18	23373	601	Unemployed	Bachelor	0	37256	60	Married	4	Own	674	0.36700039695558706	4	0	0.2222294075972055	0	Auto	0	26	24	2933	1449	136343	6718	1947.75	0.8731904071550912	3	129625	0.24175599999999997	0.24747781355584297	1088.0108459219116	0.9046391199701767	0	50.0
1597	2022-05-15	27	57366	596	Employed	Associate	2	16322	48	Widowed	0	Own	273	0.6713664166288627	7	1	0.30155298277262504	0	Education	0	27	3	3822	1099	104674	21053	4780.5	0.6508649484753383	10	83621	0.213322	0.17858832373096928	478.2555702439626	0.15714999900511717	1	45.6
1598	2022-05-16	47	36806	602	Employed	High School	25	8655	48	Married	1	Rent	1383	0.09664416578119912	5	0	0.4260655155179831	0	Home	0	16	26	2905	206	152579	9614	3067.1666666666665	0.8986541106097373	6	142965	0.202655	0.24318599999999999	283.69548384594475	0.5433990601030086	0	49.0
1599	2022-05-17	64	41748	431	Employed	High School	41	32203	36	Widowed	1	Rent	644	0.14496332775370094	3	1	0.7376856803056494	0	Home	0	21	19	1387	2768	126820	9987	3479.0	0.7792361706732641	3	116833	0.30170299999999994	0.2600102090453534	1297.4963666074327	0.5580616173059594	0	54.0
1600	2022-05-18	40	41210	462	Employed	Associate	16	15124	72	Single	0	Mortgage	386	0.0798049956472916	5	3	0.14193488793280487	0	Education	0	23	15	3633	1276	247888	36026	3434.1666666666665	0.9165462608589869	4	211862	0.299124	0.2587734056072995	415.5776224203153	0.23341255688046064	1	36.800000000000004
1601	2022-05-19	31	76620	609	Employed	Bachelor	11	50148	60	Married	1	Rent	1087	0.27016675606606916	5	1	0.2060073825765208	0	Home	0	18	5	5044	294	30308	38355	6385.0	0.9624424131739611	2	4724	0.250648	0.20051839999999999	1330.0621921460881	0.3785532015890506	0	51.0
1602	2022-05-20	37	145021	508	Employed	Bachelor	14	44140	36	Divorced	2	Mortgage	389	0.15972185587570148	3	1	0.4301912797315724	0	Home	1	19	6	3780	16364	20144	10043	12085.083333333334	0.6897522541140202	4	10101	0.27514000000000005	0.282072353971649	1830.7342226950445	0.18367554128257654	0	61.0
1603	2022-05-21	56	62365	611	Employed	Bachelor	35	12017	96	Single	1	Own	361	0.24069734174468066	3	2	0.28456663883997607	0	Auto	0	27	8	1759	129	285215	27345	5197.083333333333	0.6553066477076482	4	257870	0.24151699999999998	0.22673912038855223	272.1884637164466	0.12183534938823636	1	35.2
1604	2022-05-22	32	36261	608	Employed	Associate	10	25397	60	Married	0	Mortgage	565	0.2034661460567646	4	0	0.38395602468565315	0	Other	0	25	22	832	1766	112356	89013	3021.75	0.7278683825107439	5	23343	0.22639700000000001	0.20874897533408523	685.2881155783036	0.41376292399381276	0	52.0
1605	2022-05-23	30	17960	589	Employed	Associate	8	7716	96	Divorced	1	Rent	152	0.39590827111612126	2	4	0.264069398499583	0	Auto	0	16	29	6533	294	69326	41505	1496.6666666666667	0.633432827555447	7	27821	0.248216	0.20202638534421863	162.65128185963587	0.21023470948305292	0	54.0
1606	2022-05-24	34	100757	602	Unemployed	Bachelor	11	33228	36	Married	1	Mortgage	716	0.16883966411628287	2	1	0.21486561324606948	0	Other	0	21	8	2045	556	45539	26686	8396.416666666666	0.5126604967606533	6	18853	0.217228	0.21838526910382958	1266.2183617406245	0.23607908473741274	0	51.0
1607	2022-05-25	28	66910	566	Self-Employed	Doctorate	4	3729	36	Single	0	Rent	226	0.17396966076795636	4	1	0.3960698664117609	0	Home	0	20	25	571	1516	22589	9296	5575.833333333333	0.8966954481273801	4	13293	0.205729	0.22305143938250652	143.00153439737568	0.06617872384947704	1	44.800000000000004
1608	2022-05-26	41	38350	427	Employed	High School	17	33003	36	Single	0	Rent	737	0.17783810573321832	2	1	0.36851677822332635	0	Home	0	18	9	2120	592	202251	42364	3195.8333333333335	0.64847510588008	7	159887	0.30450299999999997	0.3078290050114763	1415.218856924108	0.6734452746568265	0	51.0
1609	2022-05-27	59	59762	597	Employed	Bachelor	36	44397	60	Divorced	1	Mortgage	765	0.5729419489273819	3	2	0.3492145647707416	0	Home	0	26	15	851	15172	215679	73427	4980.166666666667	0.6932603139843926	4	142252	0.250897	0.2226261591628603	1232.8351554446044	0.4011582923151041	0	51.0
1610	2022-05-28	43	78833	611	Employed	Associate	20	10478	72	Married	0	Rent	371	0.21646443520286127	4	1	0.0725627382472956	0	Education	0	17	5	1231	621	9581	32708	6569.416666666667	0.8133266075576876	5	4849	0.21997799999999998	0.2431947788062197	277.8881718338474	0.09877409285459349	0	49.0
1611	2022-05-29	36	31217	515	Employed	High School	10	24879	24	Divorced	1	Rent	456	0.20145063217851505	4	2	0.07658517290267795	0	Education	0	22	5	2308	1084	126595	8712	2601.4166666666665	0.6591189189679825	4	117883	0.24237899999999998	0.23503433727479786	1309.2220830173346	0.6785618411829457	0	49.0
1612	2022-05-30	36	24664	430	Employed	Associate	17	6777	60	Single	0	Mortgage	460	0.039519890435045814	1	1	0.10826757288113237	0	Debt Consolidation	1	13	16	18042	6348	88380	21193	2055.3333333333335	0.660216341427415	5	67187	0.296777	0.2555906677202925	201.14126954977525	0.3216710685451387	0	55.0
1613	2022-05-31	21	21850	603	Employed	Bachelor	0	20937	48	Married	4	Mortgage	221	0.18173391629910154	5	1	0.0885336641011693	0	Auto	1	22	24	7718	2915	28006	211330	1820.8333333333333	0.7403983622674254	5	3715	0.21443700000000002	0.21853758878169957	657.981610845577	0.4827358961165641	0	54.0
1614	2022-06-01	50	27375	644	Employed	Bachelor	28	14487	24	Divorced	2	Mortgage	283	0.21303515655694596	2	2	0.6088632007201712	0	Home	0	23	18	3519	3200	33009	37378	2281.25	0.9021565097664013	4	1863	0.167487	0.16698446468944309	714.1727468695872	0.43711682054557244	0	57.0
1615	2022-06-02	39	30051	556	Employed	High School	15	23590	60	Divorced	1	Own	520	0.1691126306503197	2	0	0.19493314248839716	0	Auto	0	13	23	8588	3895	250927	27201	2504.25	0.8511136520799168	8	223726	0.25059	0.21639232260476934	646.7005708423121	0.46588821836570316	0	46.0
1616	2022-06-03	37	107007	573	Employed	Bachelor	15	23812	48	Single	4	Mortgage	491	0.1451819686003065	3	0	0.4157178987772161	0	Debt Consolidation	0	25	6	1583	664	68551	59747	8917.25	0.8659898835190697	8	8804	0.23231200000000002	0.24357338141159465	781.0264341270658	0.14264783808091797	1	44.800000000000004
1617	2022-06-04	78	43612	607	Employed	High School	57	20901	72	Married	1	Other	449	0.33594857323726496	3	2	0.37738182968307526	0	Other	0	20	20	1563	4455	279801	2778	3634.3333333333335	0.9358266176410915	5	277023	0.232401	0.2255658194264392	532.0884301129078	0.2699500403869323	0	46.0
1618	2022-06-05	43	59858	587	Self-Employed	Associate	20	22122	48	Married	0	Mortgage	336	0.16143147725459078	1	0	0.13711068961040837	0	Auto	1	33	13	470	6769	75671	10365	4988.166666666667	0.7491104174918966	4	65306	0.22362200000000002	0.2364291023878254	716.8576197651419	0.21107105879216984	0	56.0
1619	2022-06-06	30	81315	521	Employed	Associate	5	6303	96	Single	1	Rent	298	0.3620333756584724	2	1	0.08565392060424017	0	Debt Consolidation	0	17	3	1247	111	21302	81079	6776.25	0.7814977124826303	5	7403	0.280803	0.29184705520363774	170.24492595859746	0.06910089296566647	0	52.0
1620	2022-06-07	34	67370	634	Employed	Master	11	17033	84	Widowed	1	Rent	1159	0.12131517489225979	0	1	0.24120783954881225	0	Debt Consolidation	0	23	2	2087	3917	258947	10787	5614.166666666667	0.9562122367581443	6	248160	0.225033	0.23661086039649987	416.6603719581631	0.280657925834911	0	48.0
1621	2022-06-08	53	151952	622	Employed	High School	32	8540	60	Married	4	Other	248	0.1491631710144238	2	1	0.12304271695956301	0	Home	0	24	28	2292	451	44565	6572	12662.666666666666	0.7093256711726335	6	37993	0.20254	0.18833733321771667	220.75174635721405	0.03701840684088771	1	35.2
1622	2022-06-09	41	42202	604	Employed	Associate	11	63106	12	Divorced	3	Rent	475	0.07005503353584552	1	0	0.6131891296813249	1	Auto	0	27	24	18361	1087	19448	20790	3516.8333333333335	0.7566486787361059	7	8198	0.226106	0.21567678943573101	5893.244654477625	1.810789437792794	0	67.0
1623	2022-06-10	22	38847	582	Employed	Associate	0	21882	60	Divorced	0	Other	638	0.3902929961775816	1	1	0.4198811210024869	0	Other	0	16	6	2341	2247	74561	9019	3237.25	0.6855543634811692	3	65542	0.23588199999999998	0.25878040336498664	653.5783558288811	0.398973930289252	0	57.0
1624	2022-06-11	51	45064	652	Unemployed	Bachelor	27	18148	72	Married	3	Other	308	0.17712871035819513	3	1	0.10486630351119598	0	Education	0	20	5	2473	2072	11730	18844	3755.3333333333335	0.8916268834399091	4	8055	0.207148	0.197872942951724	432.4612201377995	0.19717589742707248	0	49.0
1625	2022-06-12	31	184008	626	Self-Employed	Bachelor	9	27495	48	Single	0	Rent	525	0.15175564904658456	0	1	0.4318230883002278	0	Home	0	28	19	2603	888	7457	17431	15334.0	0.79676368493577	4	3717	0.20949500000000001	0.2367518389939828	891.4573514331964	0.09237363710924719	1	42.400000000000006
1626	2022-06-13	62	99164	605	Unemployed	Bachelor	41	47300	48	Widowed	3	Mortgage	84	0.13350805815605285	3	0	0.47707276853409863	0	Debt Consolidation	0	29	23	1322	2049	198143	14919	8263.666666666666	0.7778531334475274	3	183224	0.2398	0.21170116276362716	1469.00875127438	0.1879321630359058	1	40.0
1627	2022-06-14	52	26383	498	Employed	Bachelor	30	15991	60	Married	0	Mortgage	322	0.1714542411993192	3	1	0.26048051192739885	0	Education	0	22	28	967	409	33438	6535	2198.5833333333335	0.8668907447829414	6	26903	0.271991	0.2434189607225035	463.2074211118635	0.35714244222955543	0	53.0
1628	2022-06-15	34	134951	593	Employed	High School	9	6879	60	Married	5	Mortgage	136	0.15798744296592707	4	0	0.6242474920896384	0	Other	0	22	6	2925	1589	61967	53382	11245.916666666666	0.6682921657244856	9	8585	0.215379	0.215509364299661	188.23830350119854	0.028831647353590433	1	45.6
1629	2022-06-16	55	81171	475	Employed	Master	34	10895	72	Married	2	Other	522	0.22012890769472304	6	1	0.4497531962241443	1	Debt Consolidation	0	22	2	5524	708	13568	2252	6764.25	0.6227548107936735	3	11316	0.28839499999999996	0.29569104103156796	324.74648806167465	0.1251796559946298	0	71.0
1630	2022-06-17	40	54822	572	Unemployed	Associate	20	27052	108	Married	0	Rent	434	0.4144737536506012	2	2	0.3389738401835578	0	Auto	0	18	28	4853	1235	43120	37426	4568.5	0.8178372705540898	8	5694	0.286052	0.270913267511311	670.9213153685572	0.24185647704247726	0	58.0
1631	2022-06-18	50	56900	605	Employed	High School	26	46568	48	Married	0	Mortgage	728	0.3944491930418817	4	2	0.3636054327762158	0	Auto	0	31	12	839	4158	125373	182525	4741.666666666667	0.8021898420136097	4	9211	0.239068	0.24025698582502122	1518.8639490930202	0.47385531439571593	0	51.0
1632	2022-06-19	45	28563	598	Employed	Bachelor	22	35991	72	Married	0	Own	196	0.1426938655851789	4	1	0.602255219483709	0	Debt Consolidation	0	20	9	2016	485	52153	18191	2380.25	0.7273770427650135	10	33962	0.25199099999999997	0.2716672985962959	1017.8904910726255	0.5099844516637435	0	60.0
1633	2022-06-20	29	56115	593	Employed	Bachelor	8	24026	36	Single	0	Own	803	0.5691126609777681	6	1	0.5896283020517578	0	Debt Consolidation	0	32	13	348	899	24055	74254	4676.25	0.755228126283179	5	3563	0.212526	0.2352566980590009	936.6352414056197	0.37201502088331884	0	59.0
1634	2022-06-21	32	31987	545	Employed	High School	12	13356	36	Married	1	Other	333	0.265220679012809	0	1	0.12121169589554633	1	Debt Consolidation	0	29	14	2545	1506	18495	15122	2665.5833333333335	0.8375593667964139	6	3373	0.225856	0.2481400522414725	529.7192839569141	0.32365121478985115	0	63.0
1635	2022-06-22	52	48343	564	Employed	Doctorate	27	25223	36	Widowed	0	Own	177	0.4119778398602919	3	0	0.3257179916812254	0	Other	0	27	18	3636	3141	96318	21129	4028.5833333333335	0.9712854890541489	4	75189	0.22822299999999998	0.21117968926888475	951.8066586634895	0.28019940640758484	1	43.2
1636	2022-06-23	35	80624	613	Employed	Bachelor	12	40120	84	Married	1	Own	669	0.3161204475935892	0	2	0.1553127995702092	0	Home	0	18	16	1399	1883	57963	65098	6718.666666666667	0.4977078346877515	3	10048	0.25862	0.25108728838021127	1018.2935673806078	0.2511351806976495	0	46.0
1637	2022-06-24	35	40573	539	Employed	Associate	15	42138	72	Married	0	Rent	550	0.1941800338831509	2	0	0.11983019819248995	0	Home	1	25	19	2458	3260	51800	91996	3381.0833333333335	0.8368100670358531	4	8677	0.287638	0.27166604280039586	1191.7354342493488	0.5151412321246195	0	56.0
1638	2022-06-25	28	40283	593	Employed	Associate	8	26526	60	Divorced	5	Own	186	0.12509770485140984	2	1	0.4808247411974605	0	Debt Consolidation	0	24	27	7589	898	96206	27126	3356.9166666666665	0.8978349276248251	4	69080	0.235026	0.24802089176861644	775.4984536845211	0.2864230927243317	0	54.0
1639	2022-06-26	45	58483	618	Employed	High School	23	11642	72	Divorced	0	Own	246	0.14512520052551522	5	0	0.15990282726855132	0	Debt Consolidation	0	18	17	6880	4842	34627	73667	4873.583333333333	0.8115166757519036	13	7526	0.217642	0.20957533605124673	285.35809838148504	0.10902821641464734	1	36.800000000000004
1640	2022-06-27	64	151905	694	Unemployed	Doctorate	40	34902	60	Married	2	Own	213	0.5952584924053861	5	1	0.1429495223295033	0	Education	0	16	23	1041	2466	15585	12935	12658.75	0.7629431181604207	2	2650	0.19290200000000002	0.21990725657573734	963.7712355471972	0.09296109296314385	1	36.800000000000004
1641	2022-06-28	27	96088	406	Employed	Bachelor	3	38498	60	Married	0	Rent	390	0.7186497025125268	0	4	0.12558968664261091	0	Other	0	17	1	3994	2661	162273	15963	8007.333333333333	0.8523732045158189	4	146310	0.34049799999999997	0.30571218006933343	1259.0823608429234	0.20594651080379528	0	51.0
1642	2022-06-29	40	52763	629	Employed	Bachelor	15	15321	84	Single	0	Mortgage	133	0.36695361508765406	1	2	0.3757034463447954	0	Debt Consolidation	0	18	1	3848	1484	83779	52323	4396.916666666667	0.8781830457705158	4	31456	0.22582100000000002	0.22665916220802906	365.23449999217104	0.11331451964266726	0	55.0
1643	2022-06-30	56	48483	642	Employed	Bachelor	36	24687	60	Divorced	0	Own	1511	0.3519992459456113	4	1	0.08090713429596909	0	Debt Consolidation	0	20	25	1165	746	274541	10921	4040.25	0.9416627209697558	4	263620	0.208687	0.22125251582228736	683.5873031020463	0.543181066295909	0	42.0
1644	2022-07-01	39	155598	617	Employed	Master	16	20062	96	Married	5	Other	264	0.20957805999847112	2	1	0.2433490815914402	0	Other	0	26	2	1036	847	26291	11295	12966.5	0.7272389694535809	3	14996	0.246562	0.28276337987606437	529.3169243863598	0.061182040210261815	1	40.800000000000004
1645	2022-07-02	45	15000	569	Employed	Bachelor	20	57848	48	Married	2	Mortgage	509	0.48421789379970637	3	2	0.3428698937363008	0	Debt Consolidation	1	21	14	2406	472	56562	46838	1250.0	0.82117142890439	8	9724	0.268348	0.28278434120320767	2025.3540001988279	2.027483200159062	0	63.0
1646	2022-07-03	27	63718	577	Employed	High School	2	14893	24	Divorced	1	Other	1056	0.16803550658165256	6	2	0.23745435227043402	0	Other	0	23	24	3180	909	165028	12731	5309.833333333333	0.891994387237494	7	152297	0.201393	0.2179413157374943	771.108114505541	0.34409895750127895	0	47.0
1647	2022-07-04	45	57404	607	Employed	Bachelor	22	15880	36	Divorced	3	Rent	266	0.5625284979378321	3	0	0.05719954930604936	0	Auto	0	17	29	1233	826	55023	131034	4783.666666666667	0.8745410681596418	7	6148	0.19738	0.2048357727388124	594.0777392675196	0.1797946636333746	1	38.400000000000006
1648	2022-07-05	37	69176	508	Self-Employed	Bachelor	10	29570	36	Single	0	Rent	795	0.2382786699437944	3	0	0.0984938987212595	0	Education	0	25	1	5116	2947	40466	7835	5764.666666666667	0.9002719024451756	9	32631	0.26056999999999997	0.2853039764325403	1231.6101610335588	0.35155721539844315	0	57.0
1649	2022-07-06	51	74388	665	Unemployed	Doctorate	27	17910	48	Divorced	0	Mortgage	361	0.5121581129163212	3	2	0.0992354643999164	0	Home	0	19	6	1063	2970	121244	29461	6199.0	0.7922051170484483	2	91783	0.18041000000000001	0.17186463995295384	518.5232016917771	0.1418814650252907	1	38.400000000000006
1650	2022-07-07	54	126484	638	Self-Employed	Bachelor	29	18851	60	Single	3	Rent	436	0.6099784274444413	4	3	0.36241636287913115	0	Home	0	24	1	1736	1514	19107	6140	10540.333333333334	0.9025436886178119	3	12967	0.204851	0.21484325863434023	515.1321690497011	0.09023738993545755	1	46.400000000000006
1651	2022-07-08	71	72155	569	Employed	Associate	48	14946	24	Single	1	Mortgage	379	0.19616192560443985	6	0	0.3962889015731775	0	Education	0	25	12	2496	1239	42952	35123	6012.916666666667	0.7275913647056713	2	7829	0.205446	0.18523257713619143	749.9498481887484	0.18775411514468826	1	42.400000000000006
1652	2022-07-09	46	17058	618	Employed	High School	25	16012	36	Single	4	Own	327	0.2512924363088157	6	0	0.5496170034585293	0	Education	0	29	1	6003	1384	11838	16956	1421.5	0.6165117430488076	3	7006	0.19201200000000002	0.2099938792264464	603.2481462064377	0.654413046926794	0	61.0
1653	2022-07-10	43	20846	604	Employed	Associate	22	6065	60	Married	2	Other	868	0.1291580287141717	3	1	0.4483778355555197	0	Home	1	27	2	1058	2531	95557	12141	1737.1666666666667	0.7288126136918787	6	83416	0.209065	0.22438768370439235	169.02523413930524	0.5969635810069875	0	62.0
1654	2022-07-11	42	49046	482	Employed	Bachelor	19	58464	96	Single	1	Own	629	0.07566603898424616	8	0	0.6379458804929531	0	Debt Consolidation	0	17	7	1229	119	53461	10801	4087.1666666666665	0.9612040349942416	6	42660	0.352464	0.3497367463639174	1819.3069562834903	0.599023028899439	0	59.0
1655	2022-07-12	35	58562	454	Employed	High School	13	19794	36	Single	1	Rent	442	0.23552801305474777	2	0	0.647038905114761	0	Education	0	21	12	4916	226	8751	81847	4880.166666666667	0.5932069982265578	3	5498	0.277794	0.2794195976235307	818.1303094372762	0.25821460526019113	0	58.0
1656	2022-07-13	44	111791	609	Unemployed	Bachelor	25	31234	24	Married	0	Mortgage	305	0.17076460497939178	4	2	0.35882091294824703	0	Education	0	27	9	2096	835	22478	537149	9315.916666666666	0.7262920213258469	8	10036	0.201734	0.17836283679549492	1556.859784910808	0.19985792612043632	1	42.400000000000006
1657	2022-07-14	36	41805	606	Employed	Master	16	20138	36	Married	3	Rent	382	0.03505953368552657	5	0	0.24746993987167565	0	Debt Consolidation	0	27	12	18060	555	103756	228383	3483.75	0.5469542617775252	6	1517	0.20213799999999998	0.20876262050672204	757.4217047845362	0.32706758659046614	0	49.0
1658	2022-07-15	42	15000	563	Employed	High School	20	18599	60	Divorced	3	Own	267	0.13170558701529975	3	0	0.20787692159064708	0	Auto	0	27	2	4389	565	41144	137095	1250.0	0.8623077517203489	5	4835	0.242099	0.23201864115243104	526.4739087746566	0.6347791270197253	0	57.0
1659	2022-07-16	55	65422	614	Employed	Bachelor	31	17303	60	Single	3	Other	118	0.2501851093676238	1	1	0.24445111688449897	0	Home	0	32	26	16719	971	23147	9827	5451.833333333333	0.9391058296661511	4	13320	0.21530299999999997	0.20126702868855745	459.64437439685156	0.1059541513980346	1	39.2
1660	2022-07-17	27	38858	585	Employed	High School	5	55356	24	Married	2	Rent	360	0.5410882155472924	1	2	0.6575174773280815	0	Home	0	23	8	6171	7161	169447	35312	3238.1666666666665	0.7187686525257093	3	134135	0.23785599999999998	0.23948120176109283	2925.2992861651715	1.0145553408302552	0	57.0
1661	2022-07-18	53	52245	528	Employed	High School	31	17590	72	Married	0	Own	713	0.30917007059227836	3	0	0.8802357028754301	0	Debt Consolidation	0	20	26	3489	401	44757	2328	4353.75	0.7891861751609079	4	42429	0.26859	0.2572073031654203	481.6338176604616	0.2743919190721703	0	58.0
1662	2022-07-19	55	23284	636	Employed	High School	34	20076	24	Married	1	Mortgage	404	0.6400391058087472	1	2	0.5808112157251304	0	Home	0	20	29	5293	1702	105585	99635	1940.3333333333333	0.9816134307888631	1	5950	0.177076	0.17565508820554931	998.0666622232848	0.7225906178783464	0	59.0
1663	2022-07-20	38	101576	622	Employed	Bachelor	15	22153	96	Married	0	Rent	381	0.26415509389207403	4	0	0.27330928896624024	0	Debt Consolidation	0	21	20	5670	174	32454	13875	8464.666666666666	0.8778158837215392	3	18579	0.246153	0.28778361457695595	592.1364900216272	0.11496453768862258	0	48.0
1664	2022-07-21	18	25872	571	Self-Employed	Doctorate	0	33683	60	Married	0	Rent	300	0.20172791846407392	6	0	0.13809089236521016	0	Debt Consolidation	0	21	1	2662	1028	12376	24013	2156.0	0.9015067887908673	4	9090	0.253183	0.2648020432581796	1018.0826386961002	0.6113555838108071	0	59.0
1665	2022-07-22	32	59565	625	Employed	Bachelor	9	110702	24	Single	4	Rent	114	0.04602558720077837	0	0	0.5669506596259276	0	Auto	0	27	3	552	714	35848	7893	4963.75	0.6494853333895122	3	27955	0.27320200000000006	0.29336314296414084	6151.904801962737	1.2623328737270687	0	57.0
1666	2022-07-23	55	52155	599	Employed	High School	36	30428	72	Married	1	Other	232	0.1540699248487453	2	0	0.2164281655733055	0	Debt Consolidation	0	20	19	2772	2781	192559	8759	4346.25	0.7932331111651072	7	183800	0.245928	0.25524556495237366	829.4657109222549	0.24422564530854296	0	47.0
1667	2022-07-24	39	57811	575	Employed	High School	19	13200	48	Single	0	Rent	763	0.1725177409236139	5	1	0.3034165121950612	0	Auto	0	20	13	9484	2625	44709	73746	4817.583333333333	0.8024130166343788	6	8356	0.2207	0.19862039775303592	400.71116337618855	0.2415549629052302	1	42.400000000000006
1668	2022-07-25	28	27030	569	Employed	Bachelor	4	14979	48	Divorced	1	Mortgage	223	0.19949981564102529	4	1	0.046463075446376914	0	Home	0	25	10	486	792	123261	12613	2252.5	0.7608966538850277	7	110648	0.225479	0.21787626744245284	470.204209217757	0.3077488165228666	0	47.0
1669	2022-07-26	33	26410	589	Employed	High School	11	12913	24	Married	1	Mortgage	771	0.4669141806510168	1	1	0.3247900987396556	0	Home	0	15	24	2619	561	87141	111772	2200.8333333333335	0.7241345957952939	2	10002	0.193413	0.18342181387508255	646.8069156242859	0.6442136685911182	0	57.0
1670	2022-07-27	50	90238	641	Self-Employed	Bachelor	28	25273	48	Single	1	Rent	334	0.4029266713732836	2	2	0.34271551002712924	0	Education	0	20	27	15176	1786	52756	28063	7519.833333333333	0.8302583036943056	3	24693	0.199773	0.1890896640602628	754.4521782245099	0.14474418912979142	1	43.2
1671	2022-07-28	46	57908	519	Employed	High School	25	17259	60	Married	1	Mortgage	354	0.24443979335580893	3	0	0.2607133237355136	0	Debt Consolidation	0	27	24	314	1060	56627	31659	4825.666666666667	0.866907266521784	6	24968	0.262759	0.2693287597778635	526.3170177037254	0.18242391746295336	0	52.0
1672	2022-07-29	37	60662	591	Self-Employed	High School	13	25521	24	Single	2	Rent	495	0.1683916315677493	4	1	0.5650358664737558	0	Education	0	17	7	4364	719	954090	37391	5055.166666666667	0.5702657649943581	4	916699	0.20502099999999998	0.1999237618280361	1298.8167315150554	0.35484818796249157	1	42.400000000000006
1673	2022-07-30	35	104614	506	Unemployed	Associate	13	74458	60	Single	0	Own	441	0.5379789648356177	4	1	0.053489807429989975	0	Education	0	19	1	9501	1726	43868	26619	8717.833333333334	0.9571670492130359	5	17249	0.32645799999999997	0.336284787632741	2577.5129792480448	0.3462457773431523	0	57.0
1674	2022-07-31	35	65504	629	Employed	Bachelor	13	18256	120	Single	1	Mortgage	517	0.11184579197271571	1	1	0.1735874921959161	0	Other	0	22	25	1743	7061	42909	47682	5458.666666666667	0.6767854076923322	4	4216	0.258756	0.23867654761590043	400.82654096771427	0.16814115919047035	0	46.0
1675	2022-08-01	28	32869	599	Employed	High School	7	32272	24	Married	4	Mortgage	161	0.5400826659014821	6	2	0.4726883580490034	0	Other	0	32	1	3453	352	84720	19892	2739.0833333333335	0.910426031586468	5	64828	0.20777199999999998	0.19683861899061014	1637.5295770715095	0.6566173271124194	0	60.0
1676	2022-08-02	59	61106	591	Employed	High School	35	65498	96	Single	2	Mortgage	804	0.29032285915078193	4	1	0.2007580561793254	0	Education	0	27	14	13456	1169	261845	20123	5092.166666666667	0.8803458154553097	5	241722	0.304998	0.252371496456404	1593.5772102087947	0.47083635850007427	0	48.0
1677	2022-08-03	36	72174	623	Employed	Bachelor	14	7230	48	Divorced	0	Other	427	0.19406778324593008	3	1	0.09329549910669435	1	Education	0	34	18	2896	1703	70390	16939	6014.5	0.4338655233851363	3	53451	0.19073000000000004	0.22887600000000002	231.28712592212068	0.10945001677980226	0	56.0
1678	2022-08-04	54	71598	612	Employed	Associate	30	32884	48	Divorced	3	Own	571	0.6340285198227722	1	0	0.04312129185885117	0	Auto	0	18	19	3010	2180	236886	36375	5966.5	0.795831618270175	6	200511	0.221884	0.2196854855354012	1035.4844563073136	0.26925072593770444	1	36.0
1679	2022-08-05	58	38673	628	Employed	Doctorate	38	40083	60	Married	1	Rent	223	0.06916759805203272	3	1	0.327688669970393	0	Debt Consolidation	0	19	11	5257	1471	78706	74588	3222.75	0.742179105843372	8	4118	0.23108300000000004	0.23568117196290045	1143.0802690713565	0.4238865158859224	0	51.0
1680	2022-08-06	51	25583	612	Employed	High School	25	19495	120	Married	1	Rent	328	0.2554956100270251	1	0	0.26712408466073967	1	Auto	0	30	23	6526	6214	36390	8253	2131.9166666666665	0.9423549629311498	6	28137	0.26849500000000004	0.23775126934981594	426.77458806282874	0.35403568997982826	0	63.0
1681	2022-08-07	34	64006	509	Employed	High School	9	34627	60	Married	2	Mortgage	596	0.14918399396976334	2	0	0.20090909294970405	0	Debt Consolidation	0	22	9	3979	799	36094	30678	5333.833333333333	0.7829425216566179	1	5416	0.285127	0.2747752591916469	1067.251938965249	0.31183050444619237	0	52.0
1682	2022-08-08	44	42246	621	Employed	Bachelor	25	28663	48	Single	3	Mortgage	309	0.46076778849644007	2	1	0.6033089167825522	0	Debt Consolidation	1	23	17	5983	2274	16938	25561	3520.5	0.8435790545069108	6	1994	0.21316300000000002	0.22253285894710062	907.0046943683498	0.34540681561379055	0	63.0
1683	2022-08-09	39	15177	630	Employed	High School	18	35994	72	Married	1	Mortgage	488	0.2619485117592787	4	4	0.09992079847830566	0	Home	0	24	22	2128	349	14129	51984	1264.75	0.690485814970029	6	8743	0.235994	0.22777664712332327	921.0789970245427	1.1141166214860982	0	49.0
1684	2022-08-10	29	15224	541	Employed	Associate	6	22655	84	Married	0	Mortgage	102	0.3336099214568268	1	2	0.03332269459054481	0	Other	0	20	27	9015	1351	57223	8118	1268.6666666666667	0.6092476591359169	6	49105	0.27715500000000004	0.2743783655530145	609.2118028840237	0.5605978477803655	0	52.0
1685	2022-08-11	43	24616	629	Employed	High School	23	8259	48	Divorced	0	Mortgage	301	0.29301824150502065	2	0	0.39693679874079446	0	Auto	0	26	12	20287	1452	21739	7896	2051.3333333333335	0.8151751434114419	8	13843	0.188759	0.21161877260849013	256.46531549123523	0.2717575473632931	0	53.0
1686	2022-08-12	25	90282	612	Employed	Master	3	14256	84	Single	1	Mortgage	384	0.4775097958751791	3	0	0.34387234690408375	0	Auto	0	31	3	9207	1718	44731	48492	7523.5	0.5368129499188854	5	9343	0.233256	0.21652007778884766	330.90332067618215	0.09502270494798726	1	43.2
1687	2022-08-13	54	53131	607	Employed	Associate	31	13500	48	Single	2	Mortgage	160	0.2543426022655252	2	2	0.3228827616215423	0	Debt Consolidation	0	28	15	7382	298	9563	16557	4427.583333333333	0.9606197736768244	5	4176	0.20500000000000002	0.1954453974790266	407.54102330011034	0.12818302459207098	1	40.800000000000004
1688	2022-08-14	34	52518	591	Employed	Bachelor	12	15701	96	Single	1	Mortgage	798	0.06742514494888023	6	3	0.4545089229128506	0	Home	0	25	11	10856	318	17130	8856	4376.5	0.8456292274627067	4	8274	0.255201	0.28696635436389945	418.7938824152061	0.278028991754874	0	55.0
1689	2022-08-15	42	66600	617	Employed	Master	18	13826	60	Married	1	Rent	484	0.19082127550696742	4	0	0.49024956773062084	0	Auto	0	19	8	3236	4365	25631	15295	3383.9166666666665	0.8213794457744196	5	10336	0.210326	0.18461807508461048	354.5721612766162	0.24781111471715211	0	53.0
1690	2022-08-16	43	29872	607	Employed	Master	22	16719	12	Married	2	Other	826	0.18638153163884127	2	1	0.4417912980964974	0	Auto	0	34	8	294	745	14144	46569	2489.3333333333335	0.8929933265189166	5	10868	0.17821900000000002	0.15005773038581874	1509.0742691445917	0.9380319774281969	0	55.0
1691	2022-08-17	36	80299	567	Employed	Bachelor	18	18593	120	Married	1	Other	478	0.2475905316369898	4	1	0.6234802787782754	0	Home	0	28	5	10139	2074	594691	12081	6691.583333333333	0.8215505474287975	5	582610	0.290093	0.2911182354815656	477.9913133402893	0.14286474003516197	1	40.800000000000004
1692	2022-08-18	47	86909	642	Employed	Doctorate	23	16852	48	Single	0	Mortgage	534	0.35839865246932706	1	3	0.11526811751962279	0	Debt Consolidation	0	22	29	4193	540	287129	93557	7242.416666666667	0.9164756744121831	10	193572	0.19085200000000002	0.19475899904203123	508.1185445529257	0.14389099557738677	1	33.6
1693	2022-08-19	34	34669	565	Employed	Bachelor	10	37128	36	Single	0	Rent	317	0.19481986948363425	3	1	0.5685661563704811	0	Auto	0	40	18	2773	508	65713	5297	2889.0833333333335	0.8014910718438223	4	60416	0.23962799999999998	0.23600526396633528	1448.8612976741886	0.6112185402547019	0	56.0
1694	2022-08-20	50	90324	581	Employed	High School	22	22468	60	Married	4	Mortgage	271	0.2600822854227852	3	3	0.1819895546256012	0	Auto	0	23	5	6213	4256	30293	19623	7527.0	0.8332410964150632	5	10670	0.236968	0.2439549555279418	651.5267137715691	0.12256233742149185	0	51.0
1695	2022-08-21	23	79046	558	Employed	Master	5	12632	48	Widowed	0	Mortgage	143	0.3149372962209593	3	0	0.43648050751942186	0	Debt Consolidation	0	24	10	2989	2311	149952	20353	6587.166666666667	0.7639486769321272	9	129599	0.228632	0.21326901487002914	393.3831317413789	0.08142850467951	1	41.6
1696	2022-08-22	41	23212	560	Employed	Associate	17	29141	36	Married	1	Rent	358	0.17944114591820592	6	1	0.34846735954535707	0	Home	0	20	22	4479	1021	87429	42426	1934.3333333333333	0.7795143023439866	5	45003	0.234141	0.2659117081524531	1183.3052580656827	0.79681471207945	0	55.0
1697	2022-08-23	63	45066	477	Employed	High School	44	14533	96	Married	1	Mortgage	623	0.4422739293892502	1	0	0.5515615712770953	0	Education	0	22	1	789	555	42245	125052	3755.5	0.6854422507011987	9	9979	0.311033	0.3732396	477.24344088237933	0.2929685636752441	0	64.0
1698	2022-08-24	27	35893	588	Employed	Bachelor	1	14828	48	Single	3	Own	548	0.3097026700795716	1	0	0.28622686302533906	0	Debt Consolidation	0	25	14	1096	2294	170706	18971	2991.0833333333335	0.5463914085601564	3	151735	0.21582800000000002	0.20435956636825034	454.6727544825614	0.33522060161565587	0	49.0
1699	2022-08-25	31	67596	574	Employed	Bachelor	8	19611	60	Single	1	Mortgage	1004	0.48796091795004376	2	1	0.2988071647887632	0	Debt Consolidation	0	28	15	3295	671	259863	46116	5633.0	0.9798686707762873	6	213747	0.23761100000000002	0.22649662324496103	548.9031288562956	0.27567958971352663	1	39.2
1700	2022-08-26	46	23502	593	Employed	Master	25	33365	60	Divorced	3	Rent	233	0.31303786875293665	2	1	0.06987395693470998	0	Debt Consolidation	0	30	25	5160	2280	225743	14793	1958.5	0.7039464936151688	7	210950	0.241865	0.24125373008979226	962.2727311891438	0.6103000925142424	0	48.0
1701	2022-08-27	42	35873	596	Employed	Master	18	18633	48	Married	0	Mortgage	412	0.42027183053786876	2	1	0.11940530880674567	0	Home	0	24	2	19631	1415	194877	20975	2989.4166666666665	0.6559266500232651	7	173902	0.21563300000000002	0.23959159058801408	607.0493765802258	0.34088569450457756	0	52.0
1702	2022-08-28	44	77240	539	Employed	Associate	23	17143	120	Married	4	Mortgage	301	0.3139944815797209	2	2	0.48419586442120055	0	Other	0	22	18	2427	1052	205776	25301	6436.666666666667	0.7961040811414223	3	180475	0.302643	0.2421144	380.50110307733206	0.1058779549058517	1	41.6
1703	2022-08-29	45	19973	625	Unemployed	High School	22	10009	96	Married	0	Mortgage	605	0.47579324349673013	1	1	0.09282996380751098	0	Auto	0	27	17	5007	1558	242399	77908	1664.4166666666667	0.9218441674355523	7	164491	0.23250900000000002	0.24012281185516474	235.42350799660395	0.504935768084877	0	49.0
1704	2022-08-30	47	45228	614	Employed	Bachelor	24	21243	60	Married	0	Mortgage	279	0.18017402568086022	2	2	0.08502152869026362	0	Home	0	28	5	2299	4857	459089	7867	3769.0	0.804595487289852	8	451222	0.21924300000000002	0.26309160000000004	639.9192288267651	0.24380982457595254	0	43.0
1705	2022-08-31	53	27115	609	Employed	Bachelor	27	24962	96	Single	1	Mortgage	673	0.18931850437177583	7	2	0.6263315714457659	0	Education	0	25	26	2422	470	24510	61583	2259.5833333333335	0.8881974019080864	9	7149	0.255462	0.26158094146665634	622.6940960401898	0.5734216910375172	0	56.0
1706	2022-09-01	44	71945	590	Employed	High School	18	17383	96	Single	0	Mortgage	371	0.31279145086247917	6	0	0.1766318310997627	0	Home	0	22	28	787	534	11011	31134	5995.416666666667	0.9219611927092733	1	2804	0.25738300000000003	0.3037757293039743	483.9493076318593	0.14260048219587615	0	50.0
1707	2022-09-02	37	50976	548	Employed	High School	16	29137	24	Married	0	Rent	325	0.14818297461823665	3	1	0.37738509839122447	0	Education	0	16	29	2278	2004	121339	72963	4248.0	0.767855886003858	6	48376	0.23013699999999998	0.23324609454488038	1530.7007793360824	0.43684104974954857	0	53.0
1708	2022-09-03	48	18536	535	Employed	High School	23	12918	60	Married	0	Rent	229	0.49526031316435104	3	2	0.542574490909754	0	Auto	0	37	7	16700	872	136623	36854	1544.6666666666667	0.9314766765661718	4	99769	0.25041800000000003	0.21655026111894432	354.2519812176554	0.3775908380778951	0	60.0
1709	2022-09-04	62	35967	587	Self-Employed	Bachelor	39	24481	60	Married	1	Other	607	0.2854588568546296	3	4	0.7809610547284462	0	Debt Consolidation	0	31	18	5033	21823	26856	53213	2997.25	0.7675734774777393	9	6001	0.235981	0.2404615501153132	704.9245737051043	0.43770942487450304	0	62.0
1710	2022-09-05	38	49493	639	Employed	High School	18	31671	72	Married	1	Rent	425	0.38621331589854097	3	1	0.3676914537066177	0	Home	0	20	3	2036	1100	230948	15986	4124.416666666667	0.7130548947004351	3	214962	0.227171	0.21141553545065705	779.7118697410178	0.29209266839537334	0	51.0
1711	2022-09-06	28	15000	564	Employed	High School	7	12107	60	Married	0	Mortgage	411	0.1607520047891606	4	0	0.41821979631152456	0	Debt Consolidation	0	26	23	4084	192	11230	21624	1250.0	0.9842379090499126	8	6394	0.235107	0.26073590712675976	363.01691170623945	0.6192135293649915	0	57.0
1712	2022-09-07	53	30594	596	Unemployed	Bachelor	26	15087	60	Married	3	Rent	139	0.23914785129228325	2	1	0.02674925300083417	0	Auto	0	23	1	8257	2308	260351	8662	2549.5	0.9249972393487855	3	251689	0.22208699999999998	0.25030995994894756	443.09761633734314	0.22831834333686732	0	52.0
1713	2022-09-08	38	28669	552	Employed	High School	15	7249	36	Married	1	Mortgage	158	0.1771688063698748	7	0	0.04873870167597928	0	Debt Consolidation	1	25	3	1146	3430	82774	65047	2389.0833333333335	0.8755669467313587	6	17727	0.216249	0.22450527903465645	278.5349865317066	0.18272070314208652	0	60.0
1714	2022-09-09	18	81172	518	Employed	High School	0	20747	48	Married	2	Mortgage	973	0.3133730294093246	3	0	0.10239188428842479	0	Home	0	17	25	4069	780	59947	10431	6764.333333333333	0.669036795586801	5	49516	0.256747	0.22490830240498097	659.197541150933	0.24129466434005808	0	49.0
1715	2022-09-10	50	47816	628	Employed	Master	28	16152	48	Married	0	Rent	275	0.04569831481393238	4	1	0.2654948829629292	0	Home	0	28	10	1457	788	58226	121070	3984.6666666666665	0.6251527308308293	6	8628	0.19715200000000002	0.1873599277284552	480.6994080161387	0.18965185076530167	0	49.0
1716	2022-09-11	33	63441	508	Employed	Bachelor	12	14630	36	Married	0	Other	387	0.2022801245580569	2	0	0.2614282301981908	0	Other	0	24	8	7960	2401	1289076	32923	5286.75	0.7969233852952987	5	1256153	0.24563000000000001	0.20320396308754038	546.0945217735381	0.17649681217639157	1	36.0
1717	2022-09-12	38	36346	517	Employed	Associate	15	16929	48	Single	2	Rent	529	0.07186819546526983	1	0	0.08699242104555195	0	Home	0	30	15	879	1104	971520	19996	3028.8333333333335	0.8295170580111482	4	951524	0.253429	0.22244381963171897	535.6149568231854	0.3514934100555281	1	33.6
1718	2022-09-13	43	100445	646	Unemployed	Master	21	24841	72	Single	2	Own	489	0.45539063877239144	3	3	0.44624984078856333	1	Auto	1	23	20	7859	353	36002	14617	8370.416666666666	0.929899127721703	5	21385	0.216841	0.19383352445452495	586.1664068671795	0.1284483735617119	0	74.0
1719	2022-09-14	42	16357	521	Self-Employed	High School	22	9442	12	Divorced	2	Rent	285	0.17766316337870536	4	0	0.3323546836088837	0	Debt Consolidation	0	23	16	9842	184	36445	76799	1363.0833333333333	0.9006113483086438	5	7854	0.21394200000000002	0.22144195964184363	884.3735176362437	0.8578885010475592	0	58.0
1720	2022-09-15	48	31486	604	Employed	Bachelor	28	29223	36	Married	2	Rent	199	0.46170278524093167	3	0	0.6002014626816663	0	Home	0	24	3	20339	274	20613	34392	2623.8333333333335	0.733837640792219	8	9104	0.212223	0.23065253945280542	1132.2083238183384	0.5073524704891081	0	60.0
1721	2022-09-16	34	45850	603	Self-Employed	Associate	10	22254	48	Single	1	Own	485	0.2307049606206142	2	0	0.28570619323975915	0	Home	0	20	6	2347	1597	25414	17124	3820.8333333333335	0.9682643448154706	7	8290	0.215754	0.1858812505952022	660.5702034827813	0.29982208160945206	0	55.0
1722	2022-09-17	46	57580	634	Employed	Bachelor	24	25395	60	Married	1	Rent	289	0.07090033704446605	1	0	0.5793584788402016	1	Home	0	13	19	2351	438	117499	2881	4798.333333333333	0.7937043368272545	5	114618	0.213395	0.1764035146003454	639.9079196399787	0.19358970190482364	0	62.0
1723	2022-09-18	36	51649	570	Employed	Associate	13	16519	48	Married	0	Mortgage	139	0.3864091297887226	5	0	0.19603410498880966	0	Auto	0	16	7	1052	1095	55526	49821	4304.083333333333	0.9814918214506536	5	5705	0.22651900000000003	0.20566058953679625	507.674621567016	0.15024677067908754	0	51.0
1724	2022-09-19	48	41376	571	Employed	High School	25	14485	48	Single	0	Rent	309	0.020449487620558923	2	1	0.5431711818261981	0	Debt Consolidation	0	20	15	5999	2056	56989	190226	3448.0	0.7526849266882516	5	3223	0.22398500000000002	0.23633566275022372	469.3080506004681	0.22572739286556498	0	58.0
1725	2022-09-20	47	69444	596	Employed	Bachelor	24	10210	48	Single	0	Rent	371	0.15726241904336005	0	0	0.254534081481324	0	Home	0	24	15	11077	7216	221515	42428	5787.0	0.9449510026636999	4	179087	0.20721	0.21559654275368473	319.24120310143184	0.11927444325236425	1	37.6
1726	2022-09-21	28	41461	472	Employed	Bachelor	3	34961	24	Single	1	Rent	349	0.5337718721195366	2	0	0.054472139878676044	0	Debt Consolidation	0	24	3	8970	3351	177024	24011	3455.0833333333335	0.6182929794740789	6	153013	0.273961	0.27330724415131114	1907.0539459809142	0.6529665794788106	0	51.0
1727	2022-09-22	53	52740	596	Employed	Bachelor	33	42663	36	Married	0	Mortgage	494	0.18594521562889826	5	1	0.4979493657025947	0	Home	0	22	2	8171	438	98565	15951	4395.0	0.9266633339705365	7	82614	0.229663	0.2188059151819912	1626.6850364859824	0.48252219260204376	0	57.0
1728	2022-09-23	33	24349	517	Employed	Bachelor	9	31538	24	Married	4	Own	434	0.17715585920427704	6	0	0.24047053933969642	0	Auto	0	25	29	1950	7499	106470	36994	2029.0833333333333	0.83934914202845	6	69476	0.248038	0.2670320962954313	1710.3019838822763	1.0567835971328317	0	51.0
1729	2022-09-24	49	21154	538	Employed	Associate	25	18408	72	Single	3	Own	240	0.5000693558050755	4	0	0.29534314955436547	0	Auto	0	31	5	1652	945	2597	11330	1762.8333333333333	0.7451289115004219	4	5248	0.264408	0.29012293378125853	542.1214757069397	0.4436729558704395	0	57.0
1730	2022-09-25	44	27655	592	Employed	Bachelor	20	29169	60	Married	4	Mortgage	449	0.28008413772774865	1	2	0.38699083969433684	0	Education	0	27	8	3099	1284	191608	15957	2304.5833333333335	0.9752533460991637	3	175651	0.23816900000000002	0.22021670348049197	805.9754790740222	0.5445563460093388	0	53.0
1731	2022-09-26	62	18807	648	Employed	Bachelor	42	14543	120	Divorced	5	Rent	435	0.1572079680921688	7	0	0.5741906470316609	0	Debt Consolidation	1	21	18	5216	1089	6985	56321	1567.25	0.9120199746746471	3	10782	0.245543	0.23974319670150457	320.38508539206464	0.4819812317065335	0	62.0
1732	2022-09-27	37	49214	587	Employed	High School	14	13026	36	Divorced	2	Other	652	0.41229075491756034	3	0	0.15338116690241851	0	Home	0	22	17	497	2901	22938	16552	4101.166666666667	0.9369360108449599	5	6386	0.204526	0.1990471408649006	483.4606470368233	0.2768628391198008	0	52.0
1733	2022-09-28	35	96969	645	Employed	Master	9	45585	60	Single	1	Mortgage	420	0.23878159997674292	6	1	0.42211205352646125	0	Other	0	27	16	7117	2319	607206	40984	8080.75	0.9422790498605909	3	566222	0.22808499999999998	0.21605232983145245	1248.797846840188	0.20651521787460173	1	35.2
1734	2022-09-29	39	31602	641	Employed	Master	17	19318	48	Divorced	0	Rent	687	0.33439217346076056	2	2	0.2423171347043245	0	Auto	0	17	8	2058	1298	23413	221817	2633.5	0.9421481788750878	5	4085	0.19381800000000002	0.21246330970825894	600.7577458041368	0.4889909799901792	0	51.0
1735	2022-09-30	36	104847	610	Employed	Doctorate	13	30281	96	Married	3	Rent	352	0.1588609632030484	0	2	0.17065675353755028	0	Education	0	23	25	7273	1195	410521	54077	8737.25	0.8735737433760997	12	356444	0.260281	0.23747318411216217	706.990757982334	0.12120412692578716	1	31.200000000000003
1736	2022-10-01	49	65770	579	Employed	Bachelor	25	13664	36	Single	4	Mortgage	222	0.11199805746576424	2	0	0.3229499478480125	0	Education	0	24	26	2224	450	23800	10991	5480.833333333333	0.8429320032619576	5	12809	0.20916400000000002	0.2232066870975497	524.1038220602372	0.13612963151471563	1	42.400000000000006
1737	2022-10-02	20	32566	552	Employed	Bachelor	0	16913	36	Married	3	Own	392	0.2514750836263292	5	0	0.3276847534075243	0	Debt Consolidation	0	31	18	2053	837	63627	40284	2713.8333333333335	0.9506342466503188	2	23343	0.225913	0.22486214012521186	650.177072432742	0.38402397805050986	0	55.0
1738	2022-10-03	27	40926	618	Unemployed	Master	1	37765	36	Divorced	1	Mortgage	235	0.3557277211929442	3	1	0.2283638403044406	0	Auto	0	19	12	6255	474	23450	18004	3410.5	0.9370923998368774	7	5446	0.213765	0.21862082921798484	1439.5693756552882	0.4910040685105668	0	53.0
1739	2022-10-04	27	75824	576	Employed	High School	4	51437	48	Married	2	Mortgage	373	0.09706639242407372	1	0	0.4389450311876194	0	Debt Consolidation	0	24	19	4783	478	86260	26419	6318.666666666667	0.7043332075757045	5	59841	0.258437	0.27328409869174747	1772.9786123936474	0.33962522880253965	0	53.0
1740	2022-10-05	51	17466	669	Self-Employed	Master	27	8201	60	Divorced	2	Mortgage	176	0.21205431263166805	0	2	0.15440459210102433	0	Home	1	31	26	1594	480	29959	16698	1455.5	0.8652491178866876	10	13261	0.178701	0.1808069462599779	208.61167094601032	0.2642471116083891	0	55.0
1741	2022-10-06	60	97702	602	Employed	High School	41	17756	36	Married	0	Other	303	0.2297455212282407	5	0	0.5453087965591217	0	Education	0	27	16	15275	525	15800	3854	8141.833333333333	0.8486668144820156	8	11946	0.201756	0.19808909866822763	658.1490351490718	0.11805068905231071	1	43.2
1742	2022-10-07	38	61635	540	Unemployed	High School	14	37740	60	Married	4	Own	434	0.2941455634461605	2	2	0.25984378842992284	0	Education	0	27	16	8239	105	143970	27104	5136.25	0.6196982454845108	9	116866	0.27274	0.26579600181215685	1142.9392257826141	0.3070215090353106	0	51.0
1743	2022-10-08	37	33640	552	Employed	High School	13	36165	36	Married	1	Mortgage	524	0.49922300142140036	2	1	0.0727134229194475	0	Home	0	25	29	2289	1826	12644	31640	2803.3333333333335	0.8417662163098714	4	5929	0.245165	0.2906307038014674	1516.7613095065433	0.7279766859119655	0	52.0
1744	2022-10-09	40	38109	430	Employed	Bachelor	14	31636	36	Married	0	Mortgage	297	0.2681048608340822	1	2	0.5264730196258246	0	Debt Consolidation	1	22	27	7251	571	59079	23876	3175.75	0.5871601019875846	5	35203	0.301636	0.30068000378258447	1344.1766402682917	0.5167839534813168	0	65.0
1745	2022-10-10	53	121225	478	Unemployed	High School	31	12487	36	Divorced	0	Rent	387	0.24833354625796178	6	3	0.50002369132273	0	Auto	0	29	16	3716	3896	40723	11448	10102.083333333334	0.875722084825971	9	29275	0.258487	0.24752812742388208	494.8499259042799	0.08729386769108152	1	47.2
1746	2022-10-11	28	16076	495	Employed	High School	7	8112	36	Single	3	Mortgage	497	0.2507125371283911	3	1	0.20058305700957232	0	Education	0	18	10	562	221	98060	48645	1339.6666666666667	0.8997032712060621	3	49415	0.245612	0.2796832429923245	335.4026183911033	0.6213505486870639	0	54.0
1747	2022-10-12	42	46792	588	Employed	Bachelor	21	23324	36	Single	1	Own	588	0.09104696227032817	5	2	0.27604477987165355	0	Debt Consolidation	1	24	25	8084	1904	9988	45164	3899.3333333333335	0.6152616650893508	4	2677	0.21432400000000001	0.19170361840680403	856.9753430485531	0.37056984348996913	0	58.0
1748	2022-10-13	51	75531	592	Self-Employed	Associate	30	15645	24	Single	3	Mortgage	736	0.622810858277826	2	1	0.4034339207408429	0	Home	0	29	8	676	7851	126406	57356	6294.25	0.9375413092035739	7	69050	0.19464499999999998	0.17315450317875	775.8976684375576	0.24020298978235016	1	48.0
1749	2022-10-14	46	61009	642	Employed	Master	26	24629	24	Married	2	Mortgage	584	0.12356416196819915	8	3	0.34116975760855006	0	Auto	0	19	19	5107	463	18827	46640	5084.083333333333	0.5994156653727666	9	1752	0.178629	0.1429032	1185.8900042206128	0.34812372028139055	1	40.0
1750	2022-10-15	42	48516	589	Employed	High School	17	20947	60	Single	0	Own	660	0.32377483346874775	3	0	0.42560035852775685	0	Education	1	28	16	977	1293	117508	60832	4043.0	0.857680137472593	4	56676	0.231447	0.22211456929190945	581.0545667918421	0.3069637810516553	0	61.0
1751	2022-10-16	52	135335	484	Employed	High School	27	47968	84	Single	4	Rent	405	0.5047868490111914	2	0	0.3679333063855945	0	Auto	0	28	25	362	1258	6639	13464	11277.916666666666	0.8851732769055718	7	4966	0.330968	0.2971750568148234	1362.447619552832	0.15671756334011147	0	53.0
1752	2022-10-17	18	20954	525	Unemployed	High School	0	58209	72	Single	0	Own	173	0.22078341689353098	4	0	0.25456562464614196	0	Auto	0	24	16	1286	846	534384	89621	1746.1666666666667	0.865054423303001	7	444763	0.310709	0.3045385748956092	1768.2357960807285	1.1117127781315617	0	51.0
1753	2022-10-18	48	25619	605	Employed	Bachelor	26	27612	60	Single	3	Rent	490	0.16246618816554484	1	0	0.0379756526282099	0	Other	0	28	15	2412	790	11623	3931	2134.9166666666665	0.9054978230483293	7	7692	0.23011199999999998	0.23668389706436	789.0352457519375	0.5991031245959347	0	48.0
1754	2022-10-19	32	15000	550	Employed	Associate	13	21159	120	Single	1	Own	232	0.7009774183075198	2	0	0.6151337943261896	0	Debt Consolidation	0	24	21	8181	934	9115	12644	1250.0	0.9729583016376783	5	10458	0.301159	0.28032237873315696	527.2868206530852	0.6074294565224682	0	62.0
1755	2022-10-20	18	18598	561	Employed	Associate	0	20969	24	Single	0	Mortgage	452	0.1646614441374116	9	0	0.213278562505537	0	Education	0	25	15	1937	336	172170	5185	1549.8333333333333	0.775779278497989	3	166985	0.215469	0.2462123733968699	1115.1664301410433	1.0111838456657984	0	49.0
1756	2022-10-21	46	33832	625	Employed	Associate	20	19835	60	Single	2	Rent	212	0.5070747527413042	4	0	0.0947582389163966	0	Debt Consolidation	0	18	10	55767	1674	57441	27008	2819.3333333333335	0.6556617552189548	5	30433	0.212335	0.23707330729544374	567.248088556471	0.2763944508949412	0	49.0
1757	2022-10-22	56	90711	675	Employed	Master	35	10024	24	Married	1	Rent	1207	0.5481467625371393	5	2	0.08773815702241057	0	Debt Consolidation	0	31	15	2619	211	30056	23341	7559.25	0.9471357533947057	5	6715	0.147524	0.15481714448963574	488.3274853848175	0.22427191657701723	1	35.2
1758	2022-10-23	38	72650	586	Employed	High School	16	11385	96	Single	4	Mortgage	460	0.14892589998858619	2	1	0.6179127758528116	0	Home	0	17	21	1147	460	72856	19067	6054.166666666667	0.6751894771786795	1	53789	0.253385	0.25416926269958084	278.361397964516	0.12195921232724284	0	55.0
1759	2022-10-24	51	47364	617	Unemployed	Bachelor	28	12880	84	Widowed	0	Rent	583	0.38909243812778377	4	0	0.19276802430608034	0	Home	1	19	8	1102	440	68261	2697	2003.75	0.29704917247782914	4	65564	0.22938000000000003	0.22124386809356264	302.7162223069714	0.44202930620435255	0	56.0
1760	2022-10-25	59	46441	535	Employed	High School	33	14829	48	Married	0	Mortgage	369	0.3353866309139556	3	1	0.4045670672806272	0	Auto	0	27	15	8171	6688	141192	14202	3870.0833333333335	0.8962003036968977	2	126990	0.24232900000000002	0.2689986138387634	507.53039226831305	0.226488764393957	0	53.0
1761	2022-10-26	55	118130	629	Employed	High School	32	11610	12	Married	1	Mortgage	549	0.3091074055073547	5	0	0.17968809564454524	0	Auto	0	28	14	10615	1765	30553	42750	9844.166666666666	0.9151536129779586	4	4133	0.16211000000000003	0.15929697851293873	1052.9990523426936	0.16273587258200561	1	36.800000000000004
1762	2022-10-27	59	39570	514	Unemployed	High School	36	21404	24	Married	1	Rent	1246	0.3611321484733288	2	0	0.24964387670161892	0	Education	0	24	1	1152	1155	67099	255939	3297.5	0.6638612324288895	5	2706	0.239404	0.2625291915356472	1155.8633415693039	0.728389186222685	0	60.0
1763	2022-10-28	48	72019	527	Employed	Associate	25	11284	108	Married	0	Mortgage	403	0.18246883878797907	3	2	0.21576889928996468	0	Education	0	24	16	4514	249	62424	19135	6001.583333333333	0.6166978244050542	4	43289	0.292784	0.2720833030464003	280.78158852200824	0.11393353229375719	0	51.0
1764	2022-10-29	40	101530	604	Employed	Associate	20	27491	120	Married	1	Mortgage	592	0.36497485831826604	0	1	0.18913331833655367	0	Auto	1	34	14	1106	2476	56646	49498	8460.833333333334	0.5568925775534852	7	7148	0.28049100000000005	0.33658920000000003	800.0342904848173	0.16452685399209896	0	52.0
1765	2022-10-30	20	21485	522	Employed	Master	0	39331	12	Married	1	Mortgage	367	0.04445647437206796	3	0	0.27997687649330105	0	Auto	0	17	3	857	1850	106782	32603	1790.4166666666667	0.5045551816220223	1	74179	0.24333100000000002	0.20122314505038047	3645.710562529421	2.241216046095092	0	54.0
1766	2022-10-31	37	30840	660	Employed	Master	16	26126	48	Divorced	2	Rent	681	0.26542697934905063	5	1	0.2280630477028273	0	Home	0	26	13	2227	1015	59888	7952	2570.0	0.9691916883567188	3	51936	0.19112600000000002	0.2009861015881406	796.3969258125563	0.5748626170476873	0	45.0
1767	2022-11-01	29	133999	572	Employed	Bachelor	4	23189	60	Married	2	Own	256	0.12389343056339766	2	0	0.16860420016046498	0	Education	0	25	1	3135	1354	6080	70856	11166.583333333334	0.5661660387882664	3	1270	0.242189	0.2545528571341294	686.8312775649667	0.08443328182135389	0	51.0
1768	2022-11-02	66	71744	620	Employed	High School	44	15735	36	Married	1	Rent	262	0.16359570801989776	1	2	0.277819351649245	0	Auto	1	27	25	1432	4373	71533	52427	5978.666666666667	0.8527990862412075	7	19106	0.19073500000000002	0.18874010751944703	575.7806511367609	0.14012834262992208	0	54.0
1769	2022-11-03	37	26294	578	Employed	Master	16	24028	60	Divorced	2	Other	247	0.485451057109749	3	1	0.215272552779509	0	Auto	0	21	19	3217	877	178623	11992	2191.1666666666665	0.6299164712521144	1	166631	0.24002800000000002	0.2649210833873551	726.4263866249479	0.44425027152579966	0	51.0
1770	2022-11-04	41	33223	604	Employed	Bachelor	20	27011	72	Single	1	Mortgage	434	0.3526393755545488	4	0	0.24740565414119442	0	Home	0	14	3	2118	242	58616	76964	2768.5833333333335	0.7548326214994018	3	6613	0.240011	0.23431397462536888	701.8196102067463	0.4102529970948125	0	53.0
1771	2022-11-05	46	44766	559	Employed	Bachelor	24	17593	60	Married	3	Mortgage	289	0.20191365444759052	5	2	0.10273939562931646	0	Home	0	20	23	8093	398	8491	47411	3730.5	0.8121967379722045	10	9708	0.243093	0.2917116	560.2693630377087	0.22765563946862583	0	51.0
1772	2022-11-06	40	106620	598	Employed	High School	14	11961	24	Divorced	1	Rent	400	0.24294090299505408	3	1	0.12148772899909926	0	Debt Consolidation	1	20	19	4621	1058	62519	30511	8885.0	0.9423390037068001	6	32008	0.187961	0.19223535875405917	604.237295572159	0.11302614469016985	1	44.0
1773	2022-11-07	60	111042	603	Employed	Bachelor	38	19408	24	Married	3	Rent	434	0.3084688207235292	4	1	0.09870752077966487	0	Auto	0	22	28	5490	6548	26226	91956	9253.5	0.739896255763107	5	3662	0.192908	0.22624306884280748	1012.8447342132847	0.15635648502872262	1	36.800000000000004
1774	2022-11-08	32	88075	553	Employed	Master	11	60293	84	Single	1	Rent	1249	0.12293800879322013	5	1	0.38916307167085007	0	Debt Consolidation	0	20	27	3380	3673	187649	38633	7339.583333333333	0.7973397902909122	3	149016	0.308793	0.31912876884806046	1802.1846471406707	0.41571633001065056	0	48.0
1775	2022-11-09	42	32645	534	Employed	Bachelor	19	16809	96	Divorced	2	Rent	511	0.2250713595458981	4	0	0.11055206601468527	0	Auto	0	28	6	18243	1917	77592	10189	2720.4166666666665	0.8375670952441737	2	67403	0.284809	0.2743755964187997	433.85380244662474	0.3473195169048705	0	51.0
1776	2022-11-10	31	48835	514	Employed	Bachelor	5	19812	36	Divorced	4	Mortgage	321	0.23080164212575116	2	1	0.2683862743711433	0	Debt Consolidation	0	30	26	3875	251	213023	6830	4069.5833333333335	0.704983629934425	4	206193	0.247812	0.23164233157641168	768.6139191773323	0.26774581816582343	1	39.2
1777	2022-11-11	24	24170	504	Self-Employed	Bachelor	3	5363	24	Single	3	Rent	428	0.10422829268550404	3	2	0.19696332055716487	0	Other	0	27	29	12219	322	149452	37618	2014.1666666666667	0.9513550214611871	3	111834	0.22836299999999998	0.21654816494936627	277.30920423668994	0.35017420152421513	0	50.0
1778	2022-11-12	32	41716	602	Employed	Bachelor	12	19937	24	Married	1	Mortgage	458	0.17463528412326598	4	1	0.23043259191142104	0	Education	0	25	19	3499	254	10259	41721	3476.3333333333335	0.9302514245208339	5	9917	0.193937	0.15989398851225284	976.0765500056906	0.41252561607220933	0	49.0
1779	2022-11-13	39	22196	606	Unemployed	Master	18	25282	36	Married	0	Own	460	0.4422130740115292	2	0	0.31741287548805414	0	Auto	0	21	7	3111	1766	176595	25392	1849.6666666666667	0.7801024490240714	7	151203	0.207282	0.19226895822467466	929.6403567400549	0.7512923175743673	0	54.0
1780	2022-11-14	34	29095	590	Unemployed	Bachelor	11	13855	60	Single	0	Own	832	0.31960694879146695	2	2	0.23752725696468505	0	Home	0	26	27	8855	641	97547	7530	2424.5833333333335	0.9765247977383686	6	90017	0.22385500000000003	0.21208249407955526	376.44917666473236	0.49841519573730153	0	55.0
1781	2022-11-15	31	31626	541	Employed	Master	7	10271	84	Married	3	Mortgage	256	0.30750654712634296	4	1	0.3223414116891009	0	Auto	0	26	14	1700	214	100159	29394	2635.5	0.8230394791563194	2	70765	0.264771	0.25814883242777237	265.3509894954154	0.19781862625513771	0	53.0
1782	2022-11-16	23	50530	502	Employed	Master	0	17173	48	Single	1	Own	384	0.09683730630709993	6	1	0.2597981041507049	0	Home	0	15	21	4426	952	143530	135210	4210.833333333333	0.811356681737251	5	8320	0.261173	0.22825914871340494	548.7832755028736	0.22151987544101492	1	40.800000000000004
1783	2022-11-17	39	68255	568	Employed	Bachelor	19	19605	96	Married	0	Own	284	0.43435844123882056	2	3	0.022479742945519156	0	Debt Consolidation	0	17	9	2142	9233	86937	9275	5687.916666666667	0.8743137237848171	3	77662	0.270605	0.293746830178435	532.1142361672047	0.1434821014432123	0	50.0
1784	2022-11-18	21	104739	603	Employed	High School	0	14147	108	Single	3	Other	315	0.3154280087331853	4	1	0.0864364820077594	0	Home	1	20	19	1601	2310	108397	27804	8728.25	0.9145252292008503	6	80593	0.25764699999999996	0.26043897225737556	340.5394767415493	0.07510548812666334	0	50.0
1785	2022-11-19	49	35442	543	Self-Employed	High School	27	16703	48	Widowed	1	Own	668	0.38594830722861867	4	1	0.17097032865588177	0	Auto	1	20	27	3576	600	123954	29230	2953.5	0.7647002446885063	6	94724	0.240203	0.2855921925153055	587.4925283122245	0.4250863478287539	0	58.0
1786	2022-11-20	40	76536	548	Employed	Master	16	21002	48	Single	3	Other	272	0.06214594712127599	3	3	0.2601272540887427	0	Debt Consolidation	0	23	23	8840	2244	39758	13880	6378.0	0.9262962235349803	6	25878	0.242002	0.26937794426731426	719.2563340700365	0.15541805175133844	0	51.0
1787	2022-11-21	22	40442	589	Employed	Associate	2	47653	48	Married	0	Mortgage	369	0.16433566021584478	2	3	0.12902616939505576	0	Auto	0	26	3	8600	3450	16957	45442	3370.1666666666665	0.9712627471477374	2	2104	0.248153	0.22907106631399216	1524.9244986812262	0.5619676075410394	0	53.0
1788	2022-11-22	36	81996	624	Employed	Associate	15	25157	48	Single	4	Mortgage	367	0.1917088267717352	1	1	0.409729392231938	0	Home	0	20	1	1354	3376	42868	3110	6833.0	0.8100980442231993	5	39758	0.208157	0.24488425108564005	826.9720057297392	0.17473613430846466	0	55.0
1789	2022-11-23	30	18618	525	Employed	Associate	9	20035	48	Single	5	Mortgage	618	0.22115614475322823	3	0	0.07309338368932866	0	Auto	0	23	5	10914	1523	110010	56899	1551.5	0.9494846025898469	3	53111	0.252535	0.2444711146979008	658.1398647222605	0.8225200546066777	0	52.0
1790	2022-11-24	43	34912	545	Employed	High School	19	6520	60	Divorced	0	Other	445	0.6251857729845207	3	1	0.4750841248310929	0	Education	0	19	21	13354	1347	27639	15726	2909.3333333333335	0.9289706429834079	8	11913	0.23902	0.23913769289617773	187.24094280830488	0.21731471453081055	0	59.0
1791	2022-11-25	56	100053	636	Employed	Bachelor	32	25706	60	Single	4	Rent	1051	0.2731640896904697	2	2	0.3778665733734547	0	Auto	1	22	12	6964	1226	44077	35507	8337.75	0.7139001600241957	5	8570	0.212706	0.23289714679897452	728.9494701511641	0.21348079159859243	0	56.0
1792	2022-11-26	18	71059	520	Employed	Bachelor	0	16693	36	Divorced	2	Mortgage	489	0.23439010129229335	2	0	0.501881585783389	0	Debt Consolidation	0	39	7	5112	1229	48832	10977	5921.583333333333	0.8720471923557324	7	37855	0.24169300000000002	0.23240873028115264	648.2789537145151	0.19205656489078343	0	59.0
1793	2022-11-27	41	68168	584	Employed	High School	16	15688	108	Married	2	Mortgage	377	0.44683558422701697	5	2	0.3904515665760028	0	Debt Consolidation	0	18	25	6581	252	50512	40189	5680.666666666667	0.8818520015223013	3	10323	0.26868800000000004	0.25763419845070845	374.5893500285977	0.13230653973041856	0	55.0
1794	2022-11-28	38	114416	574	Employed	Bachelor	16	15914	72	Single	2	Own	514	0.5524714125574	3	0	0.4428970811420537	0	Education	1	25	11	763	541	38869	70967	9534.666666666666	0.7666241149998109	3	10937	0.24391400000000002	0.2683167791062801	446.73670657938754	0.10076248495798361	0	62.0
1795	2022-11-29	48	17777	605	Self-Employed	Bachelor	28	39532	60	Single	2	Own	437	0.30667260455925716	3	0	0.3300975177513004	0	Debt Consolidation	0	27	5	749	1531	30673	15502	1481.4166666666667	0.793332744339366	7	15171	0.24203199999999997	0.2347919393750029	1125.3363669217363	1.0546231874366223	0	58.0
1796	2022-11-30	42	22075	600	Employed	Bachelor	22	28790	36	Married	3	Own	336	0.5134619298835603	1	0	0.1254365294001393	0	Home	0	25	2	1112	1425	200338	41542	1839.5833333333333	0.8246421513717406	7	158796	0.21379	0.18438560586352265	1047.1723166659124	0.7518943510754676	0	50.0
1797	2022-12-01	30	53977	545	Employed	Associate	11	54566	60	Divorced	1	Mortgage	302	0.22272411510599688	4	1	0.4425247787236633	1	Auto	0	19	17	1614	1625	47932	48142	4498.083333333333	0.976866482217355	7	9565	0.287066	0.28957712303123234	1730.622359852067	0.4518863278475055	0	68.0
1798	2022-12-02	36	86859	615	Employed	Master	14	9504	24	Married	0	Rent	426	0.15474477509008117	4	2	0.3765053755122606	0	Other	0	25	5	3841	259	67968	31225	7238.25	0.9275940771576338	5	36743	0.177004	0.1583613118510039	464.60160145727497	0.12304101149549614	1	40.800000000000004
1799	2022-12-03	30	75237	498	Employed	Associate	8	41431	72	Married	0	Mortgage	285	0.1128977873616607	4	2	0.26074774091957714	0	Home	1	27	21	22732	1733	130088	42656	6269.75	0.631895100032984	4	87432	0.307431	0.30091440439519035	1248.8603921574975	0.24464458585390128	0	55.0
1800	2022-12-04	52	216767	557	Self-Employed	Associate	28	10603	72	Married	4	Mortgage	557	0.084917425226598	3	0	0.12530813648141803	1	Home	0	29	5	5023	1614	119465	18405	18063.916666666668	0.88176900406644	5	101060	0.247103	0.2549342673993906	288.83360773369634	0.0468244857049475	1	48.0
1801	2022-12-05	40	29480	624	Employed	Bachelor	17	16867	60	Single	1	Own	361	0.4396898557265001	7	1	0.1386809621033837	0	Other	0	26	20	6946	329	293918	5006	2456.6666666666665	0.8777004191181917	8	288912	0.20986700000000003	0.18797677675767613	435.66369211520987	0.32428644183794164	1	35.2
1802	2022-12-06	62	79843	555	Unemployed	Master	40	19215	36	Single	2	Mortgage	690	0.17831598050994976	1	2	0.26681619773427606	0	Auto	0	22	14	2515	916	86930	9483	6653.583333333333	0.7372704702217094	6	77447	0.226715	0.20274720533131135	716.7907627244381	0.21143355275594927	1	41.6
1803	2022-12-07	39	43119	618	Employed	Bachelor	17	22637	36	Married	3	Mortgage	374	0.2965045907214129	1	1	0.284186741439172	0	Home	0	30	16	657	1222	19425	15331	3593.25	0.8695843426951616	4	4094	0.198637	0.20457948728881273	846.5633886933199	0.3396822900419731	0	50.0
1804	2022-12-08	31	68448	581	Self-Employed	Bachelor	11	51407	36	Married	2	Mortgage	362	0.23840436683624414	3	0	0.41225406965978395	0	Home	0	22	23	484	940	59511	5350	5704.0	0.7328335996622203	5	54161	0.24590700000000001	0.2485476485584973	2039.9867138962397	0.4211056651290743	0	57.0
1805	2022-12-09	21	56506	594	Self-Employed	Associate	0	21544	72	Married	2	Rent	389	0.3535578023360947	3	0	0.5489712501114035	0	Home	0	24	25	4019	107	12552	27696	4708.833333333333	0.9603091847007754	11	8212	0.239544	0.24882283160768925	578.7793187452831	0.20552422441764412	0	61.0
1806	2022-12-10	18	27225	433	Employed	High School	0	22851	24	Married	2	Rent	421	0.043979284073759305	1	2	0.45653332918006595	0	Debt Consolidation	0	21	13	1523	4871	74855	25787	2268.75	0.9273903853448662	3	49068	0.281351	0.32543153982018946	1307.767797478875	0.761991315693168	0	57.0
1807	2022-12-11	20	48703	482	Self-Employed	High School	0	10310	36	Divorced	1	Mortgage	662	0.3595357483611625	2	1	0.5164777393352248	0	Other	0	19	5	1841	2027	26929	3823	4058.5833333333335	0.9334826355732722	10	23106	0.25431000000000004	0.27310114441243327	422.625139547714	0.2672422987202548	0	64.0
1808	2022-12-12	43	50291	551	Employed	High School	19	14547	48	Widowed	3	Mortgage	227	0.39312742475350915	2	1	0.19781763086507945	0	Education	0	19	17	1033	1216	53455	11420	4190.916666666667	0.9200309468360703	5	42035	0.234047	0.24051305315008856	474.67159832617074	0.1674267598559195	0	50.0
1809	2022-12-13	46	49697	527	Employed	High School	22	13569	48	Widowed	4	Mortgage	1203	0.2111301334321512	5	1	0.311474632838262	0	Debt Consolidation	0	29	19	2330	626	46887	40802	4141.416666666667	0.7633453995085112	2	6085	0.245069	0.19807310431798827	411.5178216640714	0.38984674849525836	0	55.0
1810	2022-12-14	21	84530	488	Employed	Bachelor	2	19696	60	Married	5	Own	257	0.7661748793640728	6	0	0.3189410681078639	0	Home	0	26	10	2353	2617	56297	67687	7044.166666666667	0.7100760129815219	5	7501	0.280696	0.25539705081670566	584.352238131898	0.1194395700648619	0	55.0
1811	2022-12-15	50	204742	516	Employed	High School	26	16015	60	Married	0	Rent	338	0.12855750042636477	4	1	0.13349487265966506	0	Auto	0	21	16	1721	1874	100923	11836	17061.833333333332	0.8977577561707503	5	89087	0.263015	0.2539778060135605	473.80353617362977	0.04758008827736154	1	36.0
1812	2022-12-16	34	15104	550	Employed	Master	13	14424	36	Married	3	Other	265	0.40018656168496175	5	0	0.024835577053160366	0	Home	0	34	19	9823	2553	37021	32349	1258.6666666666667	0.928043253199866	3	4672	0.22442399999999998	0.22055988711355756	551.2769706816277	0.6485251356051067	0	53.0
1813	2022-12-17	41	131852	653	Self-Employed	Doctorate	19	14605	48	Married	3	Mortgage	288	0.4295569660948725	4	2	0.06250688762914554	0	Debt Consolidation	0	20	17	12529	1507	14036	9988	10987.666666666666	0.5814586519190935	3	4048	0.18310500000000002	0.1636790083826892	416.66685886424693	0.06413252970278012	1	36.800000000000004
1814	2022-12-18	59	80854	437	Self-Employed	Associate	36	71621	24	Married	5	Own	699	0.3462651964853494	5	1	0.24919548282542264	0	Education	0	18	17	2482	2737	125492	14397	6737.833333333333	0.6018831996548244	5	111095	0.328121	0.2775061798373899	3922.073464510296	0.6858396810810048	0	50.0
1815	2022-12-19	50	36503	644	Employed	Associate	26	52779	24	Married	4	Mortgage	229	0.11277754027176089	0	1	0.19370610528474808	0	Home	0	20	26	3276	237	92279	64073	3041.9166666666665	0.9078355328661253	4	28206	0.205779	0.22577863825798355	2753.1617653907133	0.9803561675667359	0	47.0
1816	2022-12-20	36	35137	573	Employed	Associate	13	4699	36	Married	0	Mortgage	209	0.282756977310134	4	1	0.35530307693718255	0	Debt Consolidation	0	32	13	7875	5531	22872	32402	2928.0833333333335	0.9502881162804268	3	8211	0.20319900000000002	0.18072035572507203	170.04996065839268	0.1294532694282583	1	44.0
1817	2022-12-21	29	76592	523	Employed	Bachelor	7	13091	24	Married	0	Other	590	0.07886924366612316	1	2	0.5305432683806758	0	Auto	0	23	15	15172	321	72914	23330	6382.666666666667	0.7968028416822768	6	49584	0.226591	0.2319120470572357	686.8622819982342	0.20005153781046076	1	45.6
1818	2022-12-22	18	38111	485	Employed	Bachelor	0	11546	36	Single	3	Mortgage	401	0.2948685596409241	4	0	0.21265859035672605	0	Debt Consolidation	0	29	29	893	4471	8838	5765	3175.9166666666665	0.9125993244241547	4	3073	0.254046	0.2641830961726029	467.7721677530931	0.2735500515084127	0	53.0
1819	2022-12-23	31	44609	511	Employed	Associate	8	12667	12	Divorced	3	Mortgage	553	0.5753741383527595	5	0	0.30959456095968	0	Auto	0	21	11	10394	699	34502	14900	3717.4166666666665	0.8233293771514374	4	19602	0.22216700000000003	0.19673809906376372	1171.4246938495821	0.4638771621465396	0	56.0
1820	2022-12-24	37	25956	604	Employed	Associate	15	58948	24	Widowed	1	Own	1281	0.06363485880938484	7	0	0.36264195175121605	0	Auto	1	26	6	461	1471	350302	13606	2163.0	0.9008292795131779	6	336696	0.231948	0.24402929439311627	3128.5127965275633	2.0386097071324842	0	54.0
1821	2022-12-25	28	26785	612	Employed	Bachelor	2	18298	120	Single	2	Mortgage	823	0.1279385022106022	6	0	0.12440871356735977	0	Other	1	27	15	4573	464	48883	11755	2232.0833333333335	0.8598734295091182	7	37128	0.26729800000000004	0.272289450363243	445.35265918098696	0.5682371443035968	0	54.0
1822	2022-12-26	38	25855	487	Employed	Bachelor	14	9043	108	Married	0	Mortgage	216	0.052750745341461965	4	0	0.4554381597896847	0	Home	0	21	21	10263	1787	30835	68541	2154.5833333333335	0.8193790339709305	6	5822	0.310543	0.26134416659002946	218.2459962169043	0.20154523127452528	0	57.0
1823	2022-12-27	40	41591	615	Employed	Bachelor	19	20339	36	Married	2	Rent	210	0.1450817007904161	3	1	0.5022615648845739	0	Debt Consolidation	0	27	15	6497	358	291156	32904	3465.9166666666665	0.805180041620091	4	258252	0.197839	0.19615205693343576	751.8883040296101	0.27752782208543486	1	39.2
1824	2022-12-28	37	52715	579	Employed	Master	15	41874	84	Single	4	Own	306	0.617741127360669	5	0	0.23137743254538717	0	Home	0	16	27	8571	619	242533	54535	4392.916666666667	0.6420257563528171	8	187998	0.277374	0.24905545244182672	1057.3719157561368	0.3103568811357989	0	50.0
1825	2022-12-29	32	62915	640	Employed	Bachelor	9	37896	36	Married	0	Rent	360	0.1991924722679371	4	1	0.45482257560162614	0	Debt Consolidation	1	24	15	2658	951	403113	98055	5242.916666666667	0.6312588464974441	7	305058	0.202896	0.20962556715643643	1427.005912101192	0.3408419446112104	0	52.0
1826	2022-12-30	42	31220	578	Employed	Associate	17	26780	84	Married	2	Own	1051	0.3414539923751585	0	3	0.2456114077233426	0	Debt Consolidation	1	20	28	765	3444	25548	26659	2601.6666666666665	0.7006691936782553	5	6973	0.26278	0.26688380245751714	707.0197792220339	0.6757282943838695	0	59.0
1827	2022-12-31	45	77023	602	Employed	Bachelor	20	35974	48	Married	0	Mortgage	1102	0.34732971856164685	4	0	0.19376591065555243	0	Auto	0	21	27	4584	1654	82819	29708	6418.583333333333	0.5757676098976418	8	53111	0.229974	0.23609241247564872	1165.060691148209	0.3532026575669412	0	45.0
1828	2023-01-01	26	22004	531	Employed	Associate	4	38469	12	Married	2	Rent	136	0.27203183509280565	3	0	0.1414902803947868	1	Home	0	28	5	1402	421	11624	14144	1833.6666666666667	0.7986945651901063	8	1694	0.237969	0.27643536711751926	3705.783147267868	2.0951371463013277	0	66.0
1829	2023-01-02	56	77604	613	Employed	Bachelor	35	25276	36	Married	1	Own	367	0.4838597250542117	4	1	0.10496809300506221	0	Other	0	19	1	2201	985	186396	15702	6467.0	0.7015475374410874	3	170694	0.20377599999999998	0.2304083449557394	978.9649541771026	0.2081281821829446	0	48.0
1830	2023-01-03	38	33555	593	Employed	Master	18	11467	108	Divorced	0	Own	168	0.5473161673716344	7	2	0.1267165214523064	0	Home	0	29	9	1325	6466	12022	55422	2796.25	0.9158533633895932	3	10525	0.259967	0.22955238871308498	251.89973867908782	0.15016530663534655	0	53.0
1831	2023-01-04	40	131370	519	Employed	High School	17	19471	72	Married	2	Other	389	0.2382618991196664	1	1	0.21377147518749018	0	Home	0	25	2	1600	2686	97488	67042	10947.5	0.8166513321428385	9	30446	0.27497099999999997	0.2911408476767313	574.6938186032795	0.08802866577787435	0	54.0
1832	2023-01-05	48	67761	572	Employed	High School	21	51983	36	Married	4	Own	488	0.29311131367904253	3	3	0.15003451620863925	0	Home	0	26	22	4517	4915	58446	18256	5646.75	0.8931532977171184	7	40190	0.250983	0.2581768099527548	2089.381970638945	0.4564363519969797	0	50.0
1833	2023-01-06	42	87136	554	Employed	Associate	18	19287	36	Divorced	4	Own	149	0.22478745207391634	3	0	0.15480689230820985	0	Home	0	14	15	4190	1335	60649	2206	7261.333333333333	0.872497407442307	3	58443	0.227287	0.20476809931845252	721.4683483023309	0.11987720551354172	1	37.6
1834	2023-01-07	51	47257	635	Employed	High School	32	21079	48	Single	2	Own	451	0.43607005065727933	4	1	0.360230189914366	0	Home	0	24	6	8315	630	43027	34695	3938.0833333333335	0.7905992968555058	2	8332	0.19857900000000003	0.22912826501072645	674.6066103389222	0.28582600089017635	0	55.0
1835	2023-01-08	43	77455	587	Employed	Bachelor	22	12345	60	Single	1	Mortgage	526	0.1920946826961307	2	2	0.7062337281163267	0	Auto	0	24	29	1923	789	217760	44837	6454.583333333333	0.8647572339670053	6	172923	0.22384500000000002	0.2162401016301539	338.32165929849964	0.13390820362251624	1	42.400000000000006
1836	2023-01-09	32	22997	599	Employed	Bachelor	11	9827	72	Married	3	Mortgage	364	0.2446786600643266	6	1	0.3970127489700639	1	Debt Consolidation	0	27	22	5096	2803	26457	38616	1916.4166666666667	0.4907221818069354	5	4752	0.225327	0.22740461781837598	251.2519959443296	0.32104291652528394	0	68.0
1837	2023-01-10	44	27330	511	Employed	Associate	23	15571	12	Married	0	Mortgage	299	0.23648408058586506	4	2	0.3638251725371632	0	Home	0	24	24	1965	707	173266	83561	2277.5	0.6821075341726197	8	89705	0.22507100000000002	0.18005680000000002	1427.5912612251693	0.7581081278705464	0	54.0
1838	2023-01-11	26	41889	578	Employed	Associate	4	13778	72	Widowed	0	Rent	454	0.3148293177526573	0	0	0.25849912470007946	0	Auto	0	28	19	1094	429	125731	16998	3490.75	0.9340515270112592	6	108733	0.23977800000000002	0.23234912202004174	356.35873174961546	0.23214459120521821	0	49.0
1839	2023-01-12	41	120399	524	Employed	Bachelor	18	17616	36	Single	3	Mortgage	792	0.4934399285232907	7	0	0.1075491221639895	0	Auto	1	30	13	2730	6834	34795	22590	10033.25	0.8918030437572898	3	12205	0.240616	0.2887392	737.0033787743043	0.15239362906080325	0	55.0
1840	2023-01-13	39	77002	468	Employed	High School	15	24544	36	Married	0	Other	482	0.31890190297839444	3	2	0.4417609535071736	0	Home	0	22	13	1632	2902	26152	10779	6416.833333333333	0.705756830187734	6	15373	0.275544	0.2721629833938496	1004.8643655712463	0.23171310338504136	0	56.0
1841	2023-01-14	37	15000	627	Employed	Bachelor	12	13772	60	Married	2	Mortgage	640	0.2547384023439303	5	1	0.07473279777540683	0	Home	0	29	3	2276	118	8228	10095	1250.0	0.7209737992408131	2	7491	0.205272	0.2122144118626139	374.29644872461756	0.811437158979694	0	52.0
1842	2023-01-15	38	25340	580	Employed	Bachelor	14	24310	108	Married	1	Mortgage	248	0.25620158198878257	4	0	0.0970764486600123	0	Auto	0	23	8	26699	970	27669	74192	2111.6666666666665	0.6720998435737345	6	10869	0.27931	0.309844788481788	670.41474293118	0.43492410872826204	0	53.0
1843	2023-01-16	18	39796	566	Employed	Bachelor	0	22758	36	Single	0	Mortgage	796	0.4871601183558515	3	0	0.25365692122804273	0	Home	0	23	21	14897	868	36976	7212	3316.3333333333335	0.6123431507080491	2	29764	0.22475799999999999	0.2107705832041012	858.3098589565022	0.49883702652221396	0	54.0
1844	2023-01-17	33	104938	562	Employed	Bachelor	13	77916	24	Single	0	Mortgage	355	0.2772665424518702	1	0	0.49708294221675536	0	Education	0	30	21	2565	1772	127966	9045	8744.833333333334	0.8439051605147574	4	118921	0.271916	0.2776516862866363	4267.374112888736	0.5285834431251294	0	51.0
1845	2023-01-18	41	52927	604	Employed	Bachelor	19	34499	48	Divorced	0	Mortgage	1093	0.17473485363350996	5	0	0.3349011448396904	0	Auto	0	33	18	2172	2649	12756	129778	4410.583333333333	0.9734508668776968	3	9091	0.227499	0.19425270181508328	1039.282063639784	0.4834467240477905	0	50.0
1846	2023-01-19	41	15000	593	Unemployed	High School	18	23766	48	Married	0	Rent	544	0.36908733087059764	2	1	0.260559776214205	0	Other	0	28	20	802	2661	124353	15836	1250.0	0.962521450792531	7	108517	0.22226600000000002	0.22459992247835328	754.721052714085	1.0389768421712682	0	53.0
1847	2023-01-20	27	23822	561	Self-Employed	Bachelor	3	10539	60	Divorced	1	Other	299	0.11508306087999684	4	0	0.3157871602315577	0	Home	0	22	24	1312	1702	60947	153725	1985.1666666666667	0.8406078744825533	4	2319	0.235039	0.2820468	329.44299790864216	0.3165693885863364	0	58.0
1848	2023-01-21	55	98285	551	Employed	Bachelor	32	26520	48	Divorced	1	Own	216	0.1889192284804576	1	4	0.038663169311960156	0	Education	1	22	4	725	1231	1153531	148333	8190.416666666667	0.9109159974635352	2	1005198	0.24602	0.1990764595505896	805.708848748411	0.1247444288037944	1	39.2
1849	2023-01-22	29	51368	539	Employed	Bachelor	6	23166	48	Divorced	4	Own	298	0.17575988897454584	2	1	0.3090698856293049	0	Other	0	20	25	332	775	34338	34560	4280.666666666667	0.6955175458476951	5	6576	0.248666	0.20859997417851883	715.607981659941	0.23678741200590428	0	53.0
1850	2023-01-23	51	48825	501	Employed	High School	28	17203	48	Single	1	Mortgage	484	0.4021703198617748	2	2	0.3543924092596033	0	Other	0	27	21	1664	1277	230544	9018	4068.75	0.9336089046082112	3	221526	0.26170299999999996	0.28469768113588984	604.1946917375241	0.2674518443594529	0	52.0
1851	2023-01-24	45	85184	630	Employed	High School	23	20065	72	Married	2	Rent	933	0.47790951944323196	2	0	0.2754033411219034	0	Other	0	17	8	13051	1566	17607	12516	7098.666666666667	0.8675656015845657	8	5091	0.220065	0.21030965832982057	492.6793501885471	0.20083762446307482	0	50.0
1852	2023-01-25	32	38896	611	Employed	Master	9	24169	24	Married	2	Own	322	0.022974359320065342	3	1	0.24638528263645187	0	Home	0	23	21	4336	1125	16627	10276	3241.3333333333335	0.7834927473081905	3	6351	0.19366899999999998	0.19858175106350168	1228.4267757339264	0.4783299390376161	0	49.0
1853	2023-01-26	61	93365	595	Self-Employed	Associate	36	36391	72	Single	4	Mortgage	381	0.4137579674950004	3	0	0.485207635319656	0	Debt Consolidation	0	27	28	2516	2624	144964	126022	7780.416666666667	0.8558706487224503	4	18942	0.253891	0.2606890394977689	1004.2741694968944	0.17804627037929346	0	59.0
1854	2023-01-27	25	136998	595	Employed	Bachelor	3	19829	24	Married	2	Own	226	0.6677994688173264	4	1	0.22656830806168698	0	Home	0	26	29	1146	984	90258	214960	11416.5	0.6529476561671215	7	8009	0.197329	0.19101109826438345	1000.5268282076391	0.10743457523826383	1	41.6
1855	2023-01-28	51	67855	557	Unemployed	Bachelor	29	25209	60	Married	0	Rent	403	0.6487376467764582	3	1	0.045054782845995574	0	Home	0	26	1	2167	3965	88736	26222	5654.583333333333	0.7332466260184192	9	62514	0.251709	0.20758146139032838	678.5629726566066	0.1912719132249544	0	57.0
1856	2023-01-29	52	38750	638	Employed	Bachelor	30	21918	60	Single	0	Rent	692	0.3108904148603759	5	0	0.5267034822009189	0	Home	0	33	20	1527	763	89310	18746	3229.1666666666665	0.6966149507925925	3	70564	0.207918	0.21786867226266504	602.6982762449964	0.40093882103070855	0	54.0
1857	2023-01-30	31	36944	623	Employed	High School	6	12669	108	Single	0	Own	363	0.2668663559049977	6	1	0.30800044047020336	0	Debt Consolidation	0	32	27	759	2964	218300	40549	3078.6666666666665	0.9449964620850613	7	177751	0.246169	0.264569539614272	308.5954888516245	0.21814491842300493	0	48.0
1858	2023-01-31	56	37433	501	Unemployed	Associate	36	15580	48	Single	3	Rent	721	0.38513618646458	1	0	0.2219958140614529	0	Home	0	29	16	15297	1226	23783	14265	3119.4166666666665	0.7768286885732694	10	9518	0.26008	0.24157285461027522	509.2922744372734	0.3943981859120904	0	56.0
1859	2023-02-01	36	15000	560	Employed	High School	10	26341	84	Married	2	Mortgage	286	0.4763263357851976	2	1	0.4303552131920265	0	Home	1	14	16	3495	761	175958	60961	1250.0	0.7254433303882079	6	114997	0.271341	0.2880489250177407	732.1161833965231	0.8144929467172185	0	61.0
1860	2023-02-02	43	23180	468	Employed	Associate	23	54741	72	Widowed	1	Rent	273	0.24768531535391278	6	0	0.12305285154214163	0	Debt Consolidation	0	28	7	3850	1021	11600	7314	1931.6666666666667	0.7315435530416524	6	4286	0.335741	0.31886777247958653	1713.989548634955	1.02863997340895	0	53.0
1861	2023-02-03	43	90596	577	Employed	Master	22	19420	60	Single	0	Own	481	0.31701497754846514	7	2	0.5856932208192798	0	Debt Consolidation	0	25	9	3071	1181	131792	12642	7549.666666666667	0.6654457770986006	8	119150	0.23592000000000002	0.19662515837023556	510.8713099711294	0.1313794838585981	1	43.2
1862	2023-02-04	38	47752	550	Employed	Associate	14	25848	24	Married	0	Mortgage	276	0.2603083712564763	4	0	0.28838700346737867	0	Other	0	23	9	7201	137	69974	15534	3979.3333333333335	0.8873842589569879	3	54440	0.225848	0.19819501902092143	1313.2766396381217	0.3993826368666749	0	52.0
1863	2023-02-05	49	123449	566	Unemployed	Bachelor	24	24690	36	Single	0	Mortgage	206	0.464502266512966	2	1	0.35651308130369797	0	Education	0	27	19	1920	355	96544	43066	10287.416666666666	0.9199893261096308	6	53478	0.22668999999999997	0.24647051384073565	977.0670969678624	0.11500137841225405	1	43.2
1864	2023-02-06	49	49887	593	Employed	High School	29	22569	60	Married	0	Mortgage	618	0.14813812672485688	3	1	0.5764616308159635	0	Debt Consolidation	0	22	12	5323	2608	96822	220878	4157.25	0.8008727342055797	1	5595	0.23106900000000002	0.22914620086292406	635.1241289137614	0.30143102505592917	0	58.0
1865	2023-02-07	19	91055	484	Employed	Master	0	11353	120	Married	1	Mortgage	585	0.5470016772087757	4	1	0.15611358343821535	0	Debt Consolidation	0	22	17	3684	1918	153072	99801	7587.916666666667	0.613740347348606	6	53271	0.324353	0.3505459295979111	342.46053512939915	0.12222861371207282	0	48.0
1866	2023-02-08	55	15508	597	Employed	Associate	32	11067	72	Married	0	Rent	383	0.31297465794080087	3	2	0.28539795410062613	0	Debt Consolidation	0	20	16	3455	1491	45826	54798	1292.3333333333333	0.8877984987516397	4	1350	0.227567	0.2579472402535889	303.53330065799867	0.5312354660753149	0	54.0
1867	2023-02-09	20	35407	622	Employed	Associate	0	11004	48	Widowed	3	Mortgage	446	0.2047527618940703	3	1	0.4360370109680979	1	Auto	0	22	22	16395	224	66688	164328	2950.5833333333335	0.9316524457226454	4	10746	0.19500400000000004	0.19906625147455642	334.3085065549429	0.2644590639890223	0	66.0
1868	2023-02-10	52	55262	673	Employed	Bachelor	27	33090	36	Single	0	Rent	642	0.24616232283648998	2	3	0.26041657064148255	0	Auto	0	35	19	828	1121	114240	13183	4605.166666666667	0.9131467979063678	4	101057	0.18159	0.14916359595735482	1145.7208486305342	0.3881989465377006	0	42.0
1869	2023-02-11	53	35312	600	Employed	Bachelor	31	42041	72	Married	0	Mortgage	136	0.17324589508632063	4	1	0.452951295697434	0	Home	1	21	18	1805	770	114154	48819	2942.6666666666665	0.7479353211910034	1	65335	0.25704099999999996	0.24015214708969534	1107.1946184347296	0.4224721177281591	0	57.0
1870	2023-02-12	26	110829	601	Self-Employed	Associate	8	15915	72	Married	0	Own	201	0.3019849121714182	0	2	0.4432212752454243	0	Auto	0	27	10	4710	2416	128846	27438	9235.75	0.9520374979096532	3	101408	0.23041499999999998	0.20074171863518503	381.89378612447257	0.06311277223013535	1	40.800000000000004
1871	2023-02-13	35	15000	382	Employed	High School	12	55418	60	Married	2	Mortgage	285	0.4296413508409056	1	1	0.537907521656024	0	Other	0	23	13	11210	637	20388	117899	1250.0	0.818079540534397	8	4232	0.369418	0.4433016	2309.176042393267	2.0753408339146135	0	61.0
1872	2023-02-14	26	38443	600	Self-Employed	High School	3	27070	48	Married	1	Rent	932	0.21145162945801033	3	1	0.18080330203538422	0	Auto	0	21	14	1764	266	40414	21847	3203.5833333333335	0.9503586032760146	10	18567	0.22207000000000002	0.26153806092025333	915.071479372126	0.5765642055111596	0	51.0
1873	2023-02-15	37	111442	575	Employed	Bachelor	15	31138	48	Single	5	Rent	243	0.2645082025974441	4	0	0.41934565114219874	0	Education	0	17	22	830	1039	70241	9516	9286.833333333334	0.5996491903876875	3	60725	0.23863800000000002	0.2582339854828837	1046.7980682926652	0.13888459305748266	1	42.400000000000006
1874	2023-02-16	36	92391	619	Employed	Master	15	24810	96	Divorced	0	Rent	335	0.24640437752613353	3	3	0.08964402422081075	1	Home	0	29	11	797	693	29633	20975	7699.25	0.7524609460227026	5	8658	0.25031000000000003	0.27183945999751724	636.0891088507786	0.12612775385274913	0	58.0
1875	2023-02-17	49	31916	574	Employed	High School	26	9659	60	Divorced	1	Mortgage	311	0.3327841462900799	4	3	0.1294314071334852	0	Education	0	21	28	345	93	38535	95260	2659.6666666666665	0.9476453487588504	7	9998	0.227659	0.18816557219501545	249.58583937843818	0.2107729688100407	1	40.800000000000004
1876	2023-02-18	55	28552	568	Self-Employed	Bachelor	34	14229	36	Single	2	Mortgage	160	0.442237507564689	1	2	0.4884150767615114	1	Home	0	15	22	2936	1259	67047	7326	2379.3333333333335	0.6690992981070298	5	59721	0.21522899999999998	0.21031831856892633	536.3111155851384	0.2926496703215768	0	72.0
1877	2023-02-19	56	88666	574	Employed	High School	30	34186	36	Married	3	Rent	127	0.2310987148787134	1	0	0.3062301895013574	1	Auto	0	20	27	593	2818	234315	4211	7388.833333333333	0.8438534492251137	6	230104	0.232186	0.24391602725309586	1348.253456701421	0.19965986376307776	0	61.0
1878	2023-02-20	33	28649	535	Employed	High School	7	11838	36	Married	2	Rent	345	0.38818766259786175	5	0	0.36378619384246613	0	Home	0	32	1	2263	2833	18050	13784	2387.4166666666665	0.6626576372186866	4	4266	0.229338	0.20487350074217112	442.8875945907066	0.33001679413202833	0	60.0
1879	2023-02-21	37	30209	530	Employed	Associate	13	29777	96	Divorced	0	Own	554	0.21499449434513612	2	2	0.17744948454462275	0	Home	0	22	2	218	1080	147066	46291	2517.4166666666665	0.9621544444000667	5	100775	0.299777	0.3220822236158131	867.4493389672697	0.5646460348772631	0	51.0
1880	2023-02-22	19	77499	507	Employed	Bachelor	0	41064	96	Divorced	0	Rent	301	0.31164243203576647	2	2	0.2749378484612362	0	Home	0	29	22	23689	719	89943	123039	6458.25	0.8706183620128212	4	8571	0.322564	0.31965505394666216	1189.1801759826221	0.23074055293347612	0	52.0
1881	2023-02-23	30	52658	519	Self-Employed	High School	9	21258	36	Married	1	Rent	417	0.23050320694748982	4	2	0

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